Overview

Dataset info

Number of variables168
Number of observations203769
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory261.2 MiB
Average record size in memory1.3 KiB

Variables types

Numeric91
Categorical1
Boolean0
Date0
URL0
Text (Unique)0
Rejected76
Unsupported0

Warnings

aggr_01 is highly skewed (γ1 = 25.56643652) Skewed
aggr_02 is highly skewed (γ1 = 29.37189475) Skewed
aggr_03 is highly skewed (γ1 = 56.18696194) Skewed
aggr_04 is highly correlated with aggr_01 (ρ = 0.9763015167) Rejected
aggr_06 is highly correlated with aggr_05 (ρ = 0.9752453357) Rejected
aggr_08 is highly correlated with aggr_07 (ρ = 0.9889050152) Rejected
aggr_09 is highly skewed (γ1 = 24.27304272) Skewed
aggr_10 is highly correlated with aggr_08 (ρ = 0.9986313491) Rejected
aggr_12 is highly correlated with aggr_11 (ρ = 0.9893231278) Rejected
aggr_16 is highly correlated with aggr_13 (ρ = 0.9542092811) Rejected
aggr_18 is highly correlated with aggr_17 (ρ = 0.9803811293) Rejected
aggr_22 is highly correlated with aggr_20 (ρ = 0.9508465772) Rejected
aggr_24 is highly correlated with aggr_23 (ρ = 0.996811248) Rejected
aggr_25 is highly skewed (γ1 = 27.58881209) Skewed
aggr_27 is highly skewed (γ1 = 26.45396816) Skewed
aggr_28 is highly correlated with aggr_25 (ρ = 0.932787236) Rejected
aggr_30 is highly correlated with aggr_29 (ρ = 0.9913418873) Rejected
aggr_31 is highly skewed (γ1 = 20.03867547) Skewed
aggr_36 is highly correlated with aggr_35 (ρ = 0.985843004) Rejected
aggr_37 is highly skewed (γ1 = 110.0153916) Skewed
aggr_38 is highly skewed (γ1 = 23.94184946) Skewed
aggr_39 is highly correlated with aggr_38 (ρ = 0.9032099511) Rejected
aggr_40 is highly skewed (γ1 = 29.46355117) Skewed
aggr_42 is highly correlated with aggr_41 (ρ = 0.9961155843) Rejected
aggr_43 is highly correlated with aggr_10 (ρ = 0.9051833118) Rejected
aggr_46 is highly correlated with aggr_44 (ρ = 0.939592126) Rejected
aggr_48 is highly correlated with aggr_47 (ρ = 0.9957528699) Rejected
aggr_54 is highly correlated with aggr_53 (ρ = 0.9968968562) Rejected
aggr_60 is highly correlated with aggr_59 (ρ = 0.9994183464) Rejected
aggr_66 is highly correlated with aggr_65 (ρ = 0.9971938142) Rejected
aggr_67 is highly skewed (γ1 = 97.17090512) Skewed
aggr_68 is highly skewed (γ1 = 109.9822187) Skewed
aggr_69 is highly skewed (γ1 = 103.8955069) Skewed
aggr_70 is highly skewed (γ1 = 53.91400068) Skewed
aggr_72 is highly correlated with aggr_71 (ρ = 0.9962214954) Rejected
local_01 is highly skewed (γ1 = 26.78153199) Skewed
local_02 is highly skewed (γ1 = 21.47714636) Skewed
local_04 is highly skewed (γ1 = 24.87411267) Skewed
local_05 is highly skewed (γ1 = 122.4572586) Skewed
local_06 is highly correlated with local_04 (ρ = 0.957401145) Rejected
local_07 is highly skewed (γ1 = 55.04296502) Skewed
local_08 is highly correlated with local_01 (ρ = 0.9776868461) Rejected
local_09 is highly correlated with local_08 (ρ = 0.9851374279) Rejected
local_10 is highly skewed (γ1 = 71.87592202) Skewed
local_11 is highly correlated with local_09 (ρ = 0.9900644158) Rejected
local_13 is highly correlated with local_12 (ρ = 0.9759524023) Rejected
local_14 is highly correlated with local_05 (ρ = 0.9909235729) Rejected
local_15 is highly skewed (γ1 = 96.33874456) Skewed
local_16 is highly skewed (γ1 = 86.93034093) Skewed
local_17 is highly correlated with local_11 (ρ = 0.984631794) Rejected
local_18 is highly correlated with local_17 (ρ = 0.9559941984) Rejected
local_19 is highly correlated with local_18 (ρ = 0.9768687625) Rejected
local_21 is highly correlated with local_20 (ρ = 0.9942134353) Rejected
local_25 is highly correlated with local_23 (ρ = 0.9430746995) Rejected
local_27 is highly correlated with local_26 (ρ = 0.975681244) Rejected
local_28 is highly correlated with local_22 (ρ = 0.9999997405) Rejected
local_29 is highly correlated with local_25 (ρ = 0.9430593503) Rejected
local_30 is highly correlated with local_24 (ρ = 0.9999999918) Rejected
local_31 is highly correlated with local_29 (ρ = 0.9430790306) Rejected
local_32 is highly correlated with local_27 (ρ = 0.9752679754) Rejected
local_33 is highly correlated with local_32 (ρ = 0.9756929244) Rejected
local_34 is highly skewed (γ1 = 235.9357045) Skewed
local_35 is highly correlated with local_34 (ρ = 0.9373631272) Rejected
local_36 is highly skewed (γ1 = 148.3007041) Skewed
local_37 is highly correlated with local_35 (ρ = 0.9742201581) Rejected
local_39 is highly correlated with local_38 (ρ = 0.9941045685) Rejected
local_41 is highly correlated with local_40 (ρ = 0.9436344113) Rejected
local_42 is highly skewed (γ1 = 33.57960067) Skewed
local_43 is highly correlated with local_41 (ρ = 0.9873783819) Rejected
local_45 is highly correlated with local_44 (ρ = 0.9831373263) Rejected
local_46 is highly correlated with local_43 (ρ = 0.9768744267) Rejected
local_47 is highly correlated with local_46 (ρ = 0.9774382988) Rejected
local_49 is highly correlated with local_47 (ρ = 0.9938871945) Rejected
local_50 is highly correlated with local_45 (ρ = 0.9495428472) Rejected
local_51 is highly correlated with local_50 (ρ = 0.9834861256) Rejected
local_55 is highly correlated with local_53 (ρ = 0.940647586) Rejected
local_57 is highly correlated with local_56 (ρ = 0.9847794005) Rejected
local_58 is highly skewed (γ1 = 50.3810468) Skewed
local_60 is highly correlated with local_59 (ρ = 0.9651602435) Rejected
local_61 is highly correlated with local_60 (ρ = 0.9454548307) Rejected
local_63 is highly correlated with local_62 (ρ = 0.9954416645) Rejected
local_64 is highly correlated with local_58 (ρ = 0.9999965187) Rejected
local_65 is highly correlated with local_61 (ρ = 0.949887441) Rejected
local_66 is highly correlated with local_65 (ρ = 0.9651921288) Rejected
local_67 is highly correlated with local_66 (ρ = 0.9454720571) Rejected
local_68 is highly correlated with local_63 (ρ = 0.9896537223) Rejected
local_69 is highly correlated with local_68 (ρ = 0.9954581124) Rejected
local_70 is highly skewed (γ1 = 91.43060759) Skewed
local_71 is highly skewed (γ1 = 110.7898909) Skewed
local_72 is highly correlated with local_71 (ρ = 0.9742211691) Rejected
local_73 is highly correlated with local_72 (ρ = 0.9932064969) Rejected
local_75 is highly correlated with local_74 (ρ = 0.9967935708) Rejected
local_77 is highly correlated with local_41 (ρ = 0.9009100322) Rejected
local_78 is highly correlated with local_77 (ρ = 0.9867281294) Rejected
local_79 is highly correlated with local_78 (ρ = 0.9734293091) Rejected
local_81 is highly correlated with local_80 (ρ = 0.9965185963) Rejected
local_82 is highly skewed (γ1 = 53.32552238) Skewed
local_83 is highly correlated with local_79 (ρ = 0.924526564) Rejected
local_84 is highly correlated with local_83 (ρ = 0.9892553692) Rejected
local_85 is highly correlated with local_84 (ρ = 0.9846961243) Rejected
local_86 is highly correlated with local_81 (ρ = 0.9456453757) Rejected
local_87 is highly correlated with local_86 (ρ = 0.9964816487) Rejected
local_91 is highly correlated with local_89 (ρ = 0.9023359544) Rejected
local_93 is highly correlated with local_92 (ρ = 0.9970290492) Rejected
time_step is highly correlated with aggr_43 (ρ = 0.9118590942) Rejected

Variables

aggr_01
Numeric

Distinct count175945
Unique (%)86.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.227424402e-17
Minimum-0.1710987887
Maximum48.93995601
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1710987887
5-th percentile-0.1710571104
Q1-0.1706381308
Median-0.1664264265
Q3-0.1182004664
95-th percentile0.6380009484
Maximum48.93995601
Range49.1110548
Interquartile range0.05243766435

Descriptive statistics

Standard deviation1.000002454
Coef of variation8.14716126e+16
Kurtosis939.4433124
Mean1.227424402e-17
MAD0.2619028948
Skewness25.56643652
Sum2.50111043e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.17109879 -0.17109868 -0.17109868 -0.17109857 -0.17109857 ... 23.95283972 24.68520708 45.41114489 47.13875703 48.93995601], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.039418149 248 0.1%
 
-0.1707359116 120 0.1%
 
0.1898807295 118 0.1%
 
0.6504393253 109 0.1%
 
3.330927944 100 < 0.1%
 
0.7919876393 96 < 0.1%
 
-0.1669896368 91 < 0.1%
 
-0.156781113 81 < 0.1%
 
-0.06858185475 80 < 0.1%
 
0.09340320641 73 < 0.1%
 
Other values (175935) 202653 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1710987887 1 < 0.1%
 
-0.1710987671 1 < 0.1%
 
-0.1710987669 1 < 0.1%
 
-0.1710987608 1 < 0.1%
 
-0.1710987557 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
48.93995601 1 < 0.1%
 
47.30387817 1 < 0.1%
 
46.97363588 2 < 0.1%
 
46.64448159 6 < 0.1%
 
46.31560043 5 < 0.1%
 

aggr_02
Numeric

Distinct count168714
Unique (%)82.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-7.252962376e-18
Minimum-0.2031054952
Maximum127.1137091
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2031054952
5-th percentile-0.2030144818
Q1-0.2018902228
Median-0.1931952365
Q3-0.1239537018
95-th percentile0.7472263012
Maximum127.1137091
Range127.3168146
Interquartile range0.07793652101

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.378750367e+17
Kurtosis1962.444238
Mean-7.252962376e-18
MAD0.2994610851
Skewness29.37189475
Sum-1.47792889e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ -0.2031055 -0.20310392 -0.20309639 -0.20308913 -0.20308911 ... 12.18620603 19.76982869 35.58184117 36.93812608 127.11370908], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.7472263012 431 0.2%
 
2.546206576 255 0.1%
 
2.460129896 213 0.1%
 
0.08028563891 120 0.1%
 
-0.2028212567 118 0.1%
 
0.4418532967 110 0.1%
 
0.5529776852 108 0.1%
 
-0.1998801938 98 < 0.1%
 
0.380068281 90 < 0.1%
 
-0.1226238542 89 < 0.1%
 
Other values (168704) 202137 99.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2031054952 1 < 0.1%
 
-0.2031053958 1 < 0.1%
 
-0.2031053836 1 < 0.1%
 
-0.2031053522 1 < 0.1%
 
-0.203105349 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
127.1137091 1 < 0.1%
 
64.46925854 1 < 0.1%
 
60.6825868 3 < 0.1%
 
38.35218132 1 < 0.1%
 
37.06775664 1 < 0.1%
 

aggr_03
Numeric

Distinct count48319
Unique (%)23.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.217732726e-17
Minimum-0.1168167153
Maximum175.0089276
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1168167153
5-th percentile-0.1168167153
Q1-0.1168167153
Median-0.1168167153
Q3-0.1168167153
95-th percentile0.1883183505
Maximum175.0089276
Range175.1257443
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.509120697e+16
Kurtosis7315.889912
Mean-2.217732726e-17
MAD0.2103801569
Skewness56.18696194
Sum-4.519051799e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.16816715e-01 -1.16816715e-01 -1.16816712e-01 -1.16816654e-01 -1.16815244e-01 ... 9.96566623e+00 1.47929017e+01 2.39358054e+01 3.31532036e+01 1.75008928e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1168167153 155278 76.2%
 
-0.116694524 13 < 0.1%
 
1.014635696 9 < 0.1%
 
0.004789934169 6 < 0.1%
 
-0.07300705112 6 < 0.1%
 
2.209909794 5 < 0.1%
 
0.02137389679 5 < 0.1%
 
1.091411811 5 < 0.1%
 
2.067069414 4 < 0.1%
 
-0.1168158391 4 < 0.1%
 
Other values (48309) 48434 23.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1168167153 155278 76.2%
 
-0.1168167152 1 < 0.1%
 
-0.1168167152 1 < 0.1%
 
-0.1168167146 2 < 0.1%
 
-0.1168167144 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
175.0089276 1 < 0.1%
 
141.0406285 1 < 0.1%
 
97.25427309 1 < 0.1%
 
62.64468527 1 < 0.1%
 
47.90204949 1 < 0.1%
 

aggr_04
Highly correlated

This variable is highly correlated with aggr_01 and should be ignored for analysis

Correlation0.9763015167

aggr_05
Numeric

Distinct count24218
Unique (%)11.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-5.369981759e-17
Minimum-2.566101385
Maximum2.536783834
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.566101385
5-th percentile-2.566101385
Q1-0.01465877569
Median-0.01465877569
Q3-0.01465877569
95-th percentile2.536783834
Maximum2.536783834
Range5.102885219
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.862208288e+16
Kurtosis2.908828911
Mean-5.369981759e-17
MAD0.4494826769
Skewness0.03682036882
Sum-1.094235813e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.56610139 -2.56610054 -2.56586164 -2.55399908 -2.29676159 ... -1.99246749 -1.99099772 -1.99099772 -1.99099772 2.53678383], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.01465877569 155325 76.2%
 
2.536783834 12190 6.0%
 
-2.566101385 11487 5.6%
 
2.194955341 188 0.1%
 
-2.224272892 187 0.1%
 
-2.224272892 81 < 0.1%
 
1.961680171 23 < 0.1%
 
-1.990997723 18 < 0.1%
 
-1.818801147 16 < 0.1%
 
1.789483595 11 < 0.1%
 
Other values (24208) 24243 11.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.566101385 11487 5.6%
 
-2.566099689 1 < 0.1%
 
-2.566097197 1 < 0.1%
 
-2.566092206 1 < 0.1%
 
-2.566079888 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.536783834 12190 6.0%
 
2.536783832 1 < 0.1%
 
2.536783801 1 < 0.1%
 
2.536783197 1 < 0.1%
 
2.536779205 1 < 0.1%
 

aggr_06
Highly correlated

This variable is highly correlated with aggr_05 and should be ignored for analysis

Correlation0.9752453357

aggr_07
Numeric

Distinct count19819
Unique (%)9.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.785344585e-16
Minimum-9.176781995
Maximum1.64139022
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-9.176781995
5-th percentile-1.393833272
Q1-0.9412465004
Median-0.03770638209
Q30.9307223357
95-th percentile1.468580285
Maximum1.64139022
Range10.81817222
Interquartile range1.871968836

Descriptive statistics

Standard deviation1.000002454
Coef of variation5.601173366e+15
Kurtosis-0.6056544135
Mean1.785344585e-16
MAD0.8768189129
Skewness-0.1180533521
Sum3.637978807e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-9.176782 -6.59995835 -5.28761365 -3.94828541 -3.55840934 ... 1.64118204 1.64131015 1.64134218 1.64137421 1.64139022], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.135239712 2051 1.0%
 
-0.876806292 1498 0.7%
 
1.189444007 1203 0.6%
 
-1.19967992 1119 0.5%
 
-1.457953201 1011 0.5%
 
-0.8769664317 962 0.5%
 
-1.328784533 889 0.4%
 
-1.199776004 880 0.4%
 
1.382988828 859 0.4%
 
1.124715547 856 0.4%
 
Other values (19809) 192441 94.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-9.176781995 1 < 0.1%
 
-8.300081288 1 < 0.1%
 
-7.620160223 1 < 0.1%
 
-7.430330643 1 < 0.1%
 
-7.11171673 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.64139022 109 0.1%
 
1.641358192 30 < 0.1%
 
1.641326164 83 < 0.1%
 
1.641294136 147 0.1%
 
1.641262108 231 0.1%
 

aggr_08
Highly correlated

This variable is highly correlated with aggr_07 and should be ignored for analysis

Correlation0.9889050152

aggr_09
Numeric

Distinct count17254
Unique (%)8.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.492436489e-17
Minimum-0.08345878402
Maximum91.53577924
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.08345878402
5-th percentile-0.08345878402
Q1-0.08345878402
Median-0.08345878402
Q3-0.08345878402
95-th percentile-0.02994449846
Maximum91.53577924
Range91.61923803
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation6.700469073e+16
Kurtosis924.8090392
Mean1.492436489e-17
MAD0.1568999282
Skewness24.27304272
Sum3.041122909e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-8.34587840e-02 -8.34375185e-02 -8.33207746e-02 -8.33207746e-02 -8.33118618e-02 -8.33118618e-02 9.15357792e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.08345878402 166074 81.5%
 
-0.08305642097 2281 1.1%
 
-0.08265405792 1304 0.6%
 
-0.08225169487 913 0.4%
 
-0.08144696877 903 0.4%
 
-0.08184933182 798 0.4%
 
-0.08313025597 546 0.3%
 
-0.08104460572 492 0.2%
 
-0.08064224267 312 0.2%
 
-0.08023987962 280 0.1%
 
Other values (17244) 29866 14.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.08345878402 166074 81.5%
 
-0.08341625292 1 < 0.1%
 
-0.08341247724 1 < 0.1%
 
-0.08340216369 4 < 0.1%
 
-0.08338977933 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
91.53577924 1 < 0.1%
 
48.49141722 1 < 0.1%
 
47.96841473 1 < 0.1%
 
46.67765474 1 < 0.1%
 
46.34309596 1 < 0.1%
 

aggr_10
Highly correlated

This variable is highly correlated with aggr_08 and should be ignored for analysis

Correlation0.9986313491

aggr_11
Numeric

Distinct count15483
Unique (%)7.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7.866674577e-17
Minimum-2.959217342
Maximum2.781621891
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.959217342
5-th percentile-1.790623772
Q1-0.08879772537
Median-0.08879772537
Q3-0.08879772537
95-th percentile2.756479045
Maximum2.781621891
Range5.740839232
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation1.271188282e+16
Kurtosis4.275394971
Mean7.866674577e-17
MAD0.4621749915
Skewness0.3612591548
Sum1.602984412e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.95921734 -2.95919793 -2.94938462 -2.90753982 -2.90735794 ... -0.82993688 -0.82993688 -0.82993688 -0.82993688 2.78162189], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.08879772537 166788 81.9%
 
2.781621891 9881 4.8%
 
-2.959217342 6984 3.4%
 
2.397058582 1060 0.5%
 
-2.574654033 796 0.4%
 
2.134619749 145 0.1%
 
-2.312215199 88 < 0.1%
 
1.346412083 82 < 0.1%
 
1.94089545 68 < 0.1%
 
2.729898382 53 < 0.1%
 
Other values (15473) 17824 8.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.959217342 6984 3.4%
 
-2.959178514 1 < 0.1%
 
-2.959177909 1 < 0.1%
 
-2.959110775 1 < 0.1%
 
-2.958970264 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.781621891 9881 4.8%
 
2.781617929 1 < 0.1%
 
2.781609236 1 < 0.1%
 
2.781603435 1 < 0.1%
 
2.781601454 1 < 0.1%
 

aggr_12
Highly correlated

This variable is highly correlated with aggr_11 and should be ignored for analysis

Correlation0.9893231278

aggr_13
Numeric

Distinct count27225
Unique (%)13.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.789600914e-17
Minimum-0.1776642048
Maximum44.27936058
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1776642048
5-th percentile-0.1701954246
Q1-0.1665499486
Median-0.1443214362
Q3-0.1109786676
95-th percentile0.1457884362
Maximum44.27936058
Range44.45702479
Interquartile range0.05557128098

Descriptive statistics

Standard deviation1.000002454
Coef of variation-3.584750954e+16
Kurtosis196.4806643
Mean-2.789600914e-17
MAD0.2540434139
Skewness12.11948974
Sum-5.684341886e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.1776642 -0.17755751 -0.17741358 -0.17741191 -0.17656223 ... 16.89318702 19.1733467 19.30340406 25.04575235 44.27936058], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1665499486 32427 15.9%
 
-0.1220929238 9552 4.7%
 
-0.1554356924 8518 4.2%
 
-0.1443214362 7036 3.5%
 
-0.13320718 6068 3.0%
 
-0.1638491843 3401 1.7%
 
-0.1109786676 3228 1.6%
 
-0.1776642048 2455 1.2%
 
-0.02695489073 2135 1.0%
 
-0.1613373624 2014 1.0%
 
Other values (27215) 126935 62.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1776642048 2455 1.2%
 
-0.177450811 2 < 0.1%
 
-0.1774163568 1 < 0.1%
 
-0.177414134 2 < 0.1%
 
-0.1774130226 19 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
44.27936058 1 < 0.1%
 
30.73830877 12 < 0.1%
 
19.35319592 37 < 0.1%
 
19.25361219 19 < 0.1%
 
19.09308121 1 < 0.1%
 

aggr_14
Numeric

Distinct count33304
Unique (%)16.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.004256329e-17
Minimum-0.2249851028
Maximum33.56991193
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2249851028
5-th percentile-0.2178425513
Q1-0.2131264735
Median-0.1911902058
Q3-0.1548023953
95-th percentile0.6021238803
Maximum33.56991193
Range33.79489703
Interquartile range0.05832407817

Descriptive statistics

Standard deviation1.000002454
Coef of variation-9.957641539e+16
Kurtosis106.8552388
Mean-1.004256329e-17
MAD0.334328254
Skewness8.812666694
Sum-2.046363079e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.2249851 -0.22488963 -0.22407644 -0.22403251 -0.22402955 ... 12.01998119 14.48507307 14.85193231 15.62148056 33.56991193], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2165363786 27044 13.3%
 
-0.1827414815 10783 5.3%
 
-0.2080876543 8140 4.0%
 
-0.1996389301 7805 3.8%
 
-0.1911902058 6315 3.1%
 
-0.1742927573 3736 1.8%
 
-0.2144833386 2453 1.2%
 
-0.1104204019 2153 1.1%
 
-0.1404978603 1614 0.8%
 
-0.2123120164 1240 0.6%
 
Other values (33294) 132486 65.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2249851028 976 0.5%
 
-0.2247941617 7 < 0.1%
 
-0.2246970013 1 < 0.1%
 
-0.2246387051 1 < 0.1%
 
-0.2246201179 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
33.56991193 2 < 0.1%
 
31.8758295 1 < 0.1%
 
25.12063766 1 < 0.1%
 
23.27641042 12 < 0.1%
 
17.83203392 1 < 0.1%
 

aggr_15
Numeric

Distinct count30576
Unique (%)15.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.90118495e-17
Minimum-0.134546475
Maximum56.16192107
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.134546475
5-th percentile-0.134546475
Q1-0.134546475
Median-0.134546475
Q3-0.134546475
95-th percentile0.1228176745
Maximum56.16192107
Range56.29646754
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation3.446875918e+16
Kurtosis281.639273
Mean2.90118495e-17
MAD0.2393330339
Skewness14.12800294
Sum5.911715562e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.13454647 -0.13454626 -0.13454454 -0.13454367 -0.13454261 ... 18.82106806 18.84367379 21.03619077 30.32600675 56.16192107], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.134546475 165623 81.3%
 
-0.1132475913 974 0.5%
 
-0.09194870769 522 0.3%
 
-0.04935094042 398 0.2%
 
-0.1171560093 282 0.1%
 
-0.07064982406 182 0.1%
 
-0.09976554363 132 0.1%
 
-0.02805205679 88 < 0.1%
 
-0.1044253049 80 < 0.1%
 
-0.1238970331 80 < 0.1%
 
Other values (30566) 35408 17.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.134546475 165623 81.3%
 
-0.134546049 1 < 0.1%
 
-0.1345452453 2 < 0.1%
 
-0.1345451279 1 < 0.1%
 
-0.1345449689 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
56.16192107 1 < 0.1%
 
39.99668117 1 < 0.1%
 
34.70816801 1 < 0.1%
 
30.38334595 1 < 0.1%
 
30.26866756 1 < 0.1%
 

aggr_16
Highly correlated

This variable is highly correlated with aggr_13 and should be ignored for analysis

Correlation0.9542092811

aggr_17
Numeric

Distinct count18781
Unique (%)9.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-6.304498065e-17
Minimum-3.024777613
Maximum3.018427632
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-3.024777613
5-th percentile-2.391092982
Q1-0.003174990221
Median-0.003174990221
Q3-0.003174990221
95-th percentile2.439555972
Maximum3.018427632
Range6.043205245
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.586172989e+16
Kurtosis5.066524451
Mean-6.304498065e-17
MAD0.3835401618
Skewness0.003580199917
Sum-1.284661266e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.02477761 -3.02477761 -3.02341933 -2.97040961 -2.97032732 ... -2.60657212 -2.34369832 -2.34369832 -2.34369832 3.01842763], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.003174990221 166325 81.6%
 
-3.024777613 7871 3.9%
 
3.018427632 7764 3.8%
 
2.613609641 696 0.3%
 
-2.619959621 509 0.2%
 
2.613609641 234 0.1%
 
-2.619959621 178 0.1%
 
2.337348337 149 0.1%
 
-2.343698317 131 0.1%
 
-2.139770695 77 < 0.1%
 
Other values (18771) 19835 9.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.024777613 7871 3.9%
 
-3.024777612 1 < 0.1%
 
-3.024770996 1 < 0.1%
 
-3.024754308 1 < 0.1%
 
-3.02473674 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.018427632 7764 3.8%
 
3.018427629 1 < 0.1%
 
3.018426243 1 < 0.1%
 
3.018421845 1 < 0.1%
 
3.018405581 1 < 0.1%
 

aggr_18
Highly correlated

This variable is highly correlated with aggr_17 and should be ignored for analysis

Correlation0.9803811293

aggr_19
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-4.909697608e-17
Minimum-1.626384708
Maximum2.614007406
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.626384708
5-th percentile-1.096335694
Q1-1.096335694
Median-0.03623766529
Q31.023860363
95-th percentile1.553909378
Maximum2.614007406
Range4.240392115
Interquartile range2.120196057

Descriptive statistics

Standard deviation1.000002454
Coef of variation-2.036790315e+16
Kurtosis-1.370748519
Mean-4.909697608e-17
MAD0.9043634878
Skewness0.1149666927
Sum-1.000444172e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
-1.096335694 76627 37.6%
 
1.023860363 43463 21.3%
 
0.493811349 40925 20.1%
 
-0.03623766529 18032 8.8%
 
1.553909378 11626 5.7%
 
-0.5662866796 6155 3.0%
 
2.083958392 4454 2.2%
 
-1.626384708 2455 1.2%
 
2.614007406 32 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.626384708 2455 1.2%
 
-1.096335694 76627 37.6%
 
-0.5662866796 6155 3.0%
 
-0.03623766529 18032 8.8%
 
0.493811349 40925 20.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.614007406 32 < 0.1%
 
2.083958392 4454 2.2%
 
1.553909378 11626 5.7%
 
1.023860363 43463 21.3%
 
0.493811349 40925 20.1%
 

aggr_20
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.874611814e-16
Minimum-1.781033567
Maximum2.328515657
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.781033567
5-th percentile-1.267339914
Q1-1.267339914
Median0.273741045
Q30.7874346981
95-th percentile1.301128351
Maximum2.328515657
Range4.109549224
Interquartile range2.054774612

Descriptive statistics

Standard deviation1.000002454
Coef of variation-5.334450825e+15
Kurtosis-1.334243103
Mean-1.874611814e-16
MAD0.8907766101
Skewness-0.1122493797
Sum-3.819877747e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
-1.267339914 64283 31.5%
 
0.7874346981 51236 25.1%
 
0.273741045 39771 19.5%
 
1.301128351 19457 9.5%
 
-0.239952608 15002 7.4%
 
1.814822004 7711 3.8%
 
-0.753646261 5241 2.6%
 
-1.781033567 976 0.5%
 
2.328515657 92 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.781033567 976 0.5%
 
-1.267339914 64283 31.5%
 
-0.753646261 5241 2.6%
 
-0.239952608 15002 7.4%
 
0.273741045 39771 19.5%
 

Maximum 5 values

ValueCountFrequency (%) 
2.328515657 92 < 0.1%
 
1.814822004 7711 3.8%
 
1.301128351 19457 9.5%
 
0.7874346981 51236 25.1%
 
0.273741045 39771 19.5%
 

aggr_21
Numeric

Distinct count4454
Unique (%)2.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-8.08984265e-18
Minimum-0.349932775
Maximum8.502634133
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.349932775
5-th percentile-0.349932775
Q1-0.349932775
Median-0.349932775
Q3-0.349932775
95-th percentile2.477915994
Maximum8.502634133
Range8.852566908
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.236121019e+17
Kurtosis10.39228859
Mean-8.08984265e-18
MAD0.601426123
Skewness3.208184791
Sum-1.648459147e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.34993277 -0.2956113 0.04998543 0.18803137 0.19208228 0.20054465 0.2005524 0.21563698 0.21563698 8.50263413], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.349932775 175103 85.9%
 
0.9147196404 4273 2.1%
 
2.179372056 2009 1.0%
 
0.6826515983 1752 0.9%
 
3.444024471 1667 0.8%
 
4.708676887 1595 0.8%
 
1.715235971 784 0.4%
 
2.747820345 763 0.4%
 
1.438555823 703 0.3%
 
3.780404718 572 0.3%
 
Other values (4444) 14548 7.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.349932775 175103 85.9%
 
-0.2412898298 1 < 0.1%
 
-0.1692681442 1 < 0.1%
 
-0.1499736709 1 < 0.1%
 
-0.1346240494 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8.502634133 2 < 0.1%
 
7.237981717 51 < 0.1%
 
6.878157838 2 < 0.1%
 
6.098554569 1 < 0.1%
 
5.973329302 362 0.2%
 

aggr_22
Highly correlated

This variable is highly correlated with aggr_20 and should be ignored for analysis

Correlation0.9508465772

aggr_23
Numeric

Distinct count7881
Unique (%)3.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.510640822e-18
Minimum-3.675754409
Maximum3.667039181
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-3.675754409
5-th percentile-1.05740564
Q1-0.004357614039
Median-0.004357614039
Q3-0.004357614039
95-th percentile1.19738908
Maximum3.667039181
Range7.34279359
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-3.983056616e+17
Kurtosis8.596499993
Mean-2.510640822e-18
MAD0.3255777167
Skewness-0.00811058562
Sum-5.115907697e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.67575441 -3.66954221 -3.61093248 -3.59896268 -3.53310756 ... -3.25857283 -3.18517953 -3.18388051 -3.18388051 3.66703918], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.004357614039 176746 86.7%
 
-3.675754409 5008 2.5%
 
3.667039181 4865 2.4%
 
3.175165278 1322 0.6%
 
-3.183880506 1267 0.6%
 
2.839494115 288 0.1%
 
-2.848209343 243 0.1%
 
-1.840056012 159 0.1%
 
1.831340784 152 0.1%
 
2.591711956 145 0.1%
 
Other values (7871) 13574 6.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.675754409 5008 2.5%
 
-3.663330019 1 < 0.1%
 
-3.651520502 10 < 0.1%
 
-3.647403431 1 < 0.1%
 
-3.63822637 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.667039181 4865 2.4%
 
3.642805274 7 < 0.1%
 
3.630139784 2 < 0.1%
 
3.603552029 2 < 0.1%
 
3.600882469 55 < 0.1%
 

aggr_24
Highly correlated

This variable is highly correlated with aggr_23 and should be ignored for analysis

Correlation0.996811248

aggr_25
Numeric

Distinct count199
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.896928621e-17
Minimum-0.2209238181
Maximum70.21154657
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2209238181
5-th percentile-0.1164246039
Q1-0.1164246039
Median-0.1164246039
Q3-0.1164246039
95-th percentile0.1970730388
Maximum70.21154657
Range70.43247039
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-5.27169258e+16
Kurtosis1281.176746
Mean-1.896928621e-17
MAD0.2004862102
Skewness27.58881209
Sum-3.865352483e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.20923818e-01 -1.68674211e-01 -6.41749968e-02 4.03242174e-02 1.44823432e-01 ... 1.10127417e+01 1.27892284e+01 1.28937276e+01 2.60083790e+01 7.02115466e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1164246039 173718 85.3%
 
-0.01192538967 15924 7.8%
 
0.09257382455 3757 1.8%
 
0.1970730388 1900 0.9%
 
0.301572253 1279 0.6%
 
0.4060714672 908 0.4%
 
0.5105706814 654 0.3%
 
0.6150698957 578 0.3%
 
0.8240683241 449 0.2%
 
0.7195691099 440 0.2%
 
Other values (189) 4162 2.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2209238181 52 < 0.1%
 
-0.1164246039 173718 85.3%
 
-0.01192538967 15924 7.8%
 
0.09257382455 3757 1.8%
 
0.1970730388 1900 0.9%
 

Maximum 5 values

ValueCountFrequency (%) 
70.21154657 1 < 0.1%
 
66.44957486 1 < 0.1%
 
66.13607721 1 < 0.1%
 
65.50908193 1 < 0.1%
 
63.00110079 1 < 0.1%
 

aggr_26
Numeric

Distinct count311
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-5.579201828e-18
Minimum-0.2377002837
Maximum40.93224257
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2377002837
5-th percentile-0.1766172824
Q1-0.1766172824
Median-0.1766172824
Q3-0.1155342812
95-th percentile0.4952957316
Maximum40.93224257
Range41.16994286
Interquartile range0.06108300127

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.792375477e+17
Kurtosis477.3297179
Mean-5.579201828e-18
MAD0.2835402047
Skewness17.48187634
Sum-1.136868377e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.37700284e-01 -2.07158783e-01 -1.46075782e-01 -8.49927805e-02 -2.39097792e-02 ... 1.04823664e+01 1.05434494e+01 1.50025085e+01 1.50941330e+01 4.09322426e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1766172824 145742 71.5%
 
-0.1155342812 23246 11.4%
 
-0.05445127988 8364 4.1%
 
0.006631721396 4645 2.3%
 
0.06771472267 3097 1.5%
 
0.1287977239 2365 1.2%
 
0.1898807252 1700 0.8%
 
0.2509637265 1278 0.6%
 
0.373129729 1268 0.6%
 
0.3120467278 1066 0.5%
 
Other values (301) 10998 5.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2377002837 28 < 0.1%
 
-0.1766172824 145742 71.5%
 
-0.1155342812 23246 11.4%
 
-0.05445127988 8364 4.1%
 
0.006631721396 4645 2.3%
 

Maximum 5 values

ValueCountFrequency (%) 
40.93224257 1 < 0.1%
 
39.52733355 1 < 0.1%
 
39.22191854 1 < 0.1%
 
39.03866954 1 < 0.1%
 
38.85542053 1 < 0.1%
 

aggr_27
Numeric

Distinct count7414
Unique (%)3.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.454848804e-17
Minimum-0.1373232771
Maximum73.26416545
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1373232771
5-th percentile-0.1373232771
Q1-0.1373232771
Median-0.1373232771
Q3-0.1373232771
95-th percentile0.3714506467
Maximum73.26416545
Range73.40148873
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.07358063e+16
Kurtosis1201.920759
Mean-2.454848804e-17
MAD0.2313480726
Skewness26.45396816
Sum-5.00222086e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.37323277e-01 -1.25001033e-01 -1.06795393e-01 -8.38523031e-02 -8.38141640e-02 ... -5.30616267e-02 -5.29061619e-02 -4.95241701e-02 -4.95241701e-02 7.32641655e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1373232771 170498 83.7%
 
0.004248529015 7759 3.8%
 
-0.02173038145 2223 1.1%
 
0.1458203351 1960 1.0%
 
0.2873921412 890 0.4%
 
0.09386251419 791 0.4%
 
0.06288949115 677 0.3%
 
-0.03721689297 666 0.3%
 
0.4289639473 490 0.2%
 
0.2094554098 425 0.2%
 
Other values (7404) 17390 8.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1373232771 170498 83.7%
 
-0.1126787889 1 < 0.1%
 
-0.1112577948 1 < 0.1%
 
-0.1095587616 1 < 0.1%
 
-0.1067953927 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
73.26416545 1 < 0.1%
 
71.07329519 1 < 0.1%
 
70.50700797 3 < 0.1%
 
58.61497626 1 < 0.1%
 
57.90711723 1 < 0.1%
 

aggr_28
Highly correlated

This variable is highly correlated with aggr_25 and should be ignored for analysis

Correlation0.932787236

aggr_29
Numeric

Distinct count9570
Unique (%)4.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.827188599e-17
Minimum-3.327523696
Maximum3.275404319
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-3.327523696
5-th percentile-1.458435886
Q1-0.02605968882
Median-0.02605968882
Q3-0.02605968882
95-th percentile2.192858152
Maximum3.275404319
Range6.602928015
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-5.47290222e+16
Kurtosis6.523453059
Mean-1.827188599e-17
MAD0.3738483794
Skewness0.1420432964
Sum-3.723243935e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.3275237 -3.32657254 -3.26923327 -3.26442678 -3.20537289 ... -1.6120317 -1.6120317 -1.50251928 -1.50251928 3.27540432], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.02605968882 172090 84.5%
 
3.275404319 6975 3.4%
 
-3.327523696 6022 3.0%
 
2.833092011 1507 0.7%
 
-2.885211389 1371 0.7%
 
2.531243335 409 0.2%
 
-2.583362713 361 0.2%
 
0.8263746524 192 0.1%
 
2.308427899 184 0.1%
 
1.624672315 170 0.1%
 
Other values (9560) 14488 7.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.327523696 6022 3.0%
 
-3.325621383 2 < 0.1%
 
-3.323709178 1 < 0.1%
 
-3.322985599 1 < 0.1%
 
-3.322034974 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.275404319 6975 3.4%
 
3.268632078 2 < 0.1%
 
3.266840195 1 < 0.1%
 
3.26423182 3 < 0.1%
 
3.260225093 1 < 0.1%
 

aggr_30
Highly correlated

This variable is highly correlated with aggr_29 and should be ignored for analysis

Correlation0.9913418873

aggr_31
Numeric

Distinct count554
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.021281645e-18
Minimum-0.09555926971
Maximum31.54943736
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.09555926971
5-th percentile-0.09555926971
Q1-0.09314472701
Median-0.09314472701
Q3-0.09314472701
95-th percentile-0.020708446
Maximum31.54943736
Range31.64499663
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation1.991528308e+17
Kurtosis519.5038716
Mean5.021281645e-18
MAD0.1722563145
Skewness20.03867547
Sum1.023181539e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.09555927 -0.094352 -0.09193746 -0.08952291 -0.08710837 ... 12.79568421 12.83069508 13.3437854 22.57941123 31.54943736], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.09314472701 157595 77.3%
 
-0.09555926971 10635 5.2%
 
-0.09073018431 5119 2.5%
 
-0.08831564161 2319 1.1%
 
-0.07141384271 2191 1.1%
 
-0.08590109891 1637 0.8%
 
-0.08348655621 1581 0.8%
 
0.1458950003 1576 0.8%
 
-0.07865747081 1165 0.6%
 
-0.08107201351 1101 0.5%
 
Other values (544) 18850 9.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.09555926971 10635 5.2%
 
-0.09314472701 157595 77.3%
 
-0.09073018431 5119 2.5%
 
-0.08831564161 2319 1.1%
 
-0.08590109891 1637 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
31.54943736 95 < 0.1%
 
13.6093851 1 < 0.1%
 
13.0781857 8 < 0.1%
 
12.8632914 1 < 0.1%
 
12.79809875 55 < 0.1%
 

aggr_32
Numeric

Distinct count1196
Unique (%)0.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.180145042e-17
Minimum-0.1451259434
Maximum18.45515737
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1451259434
5-th percentile-0.1437067245
Q1-0.1437067245
Median-0.1437067245
Q3-0.1422875056
95-th percentile0.02092267154
Maximum18.45515737
Range18.60028331
Interquartile range0.001419218931

Descriptive statistics

Standard deviation1.000002454
Coef of variation3.144518381e+16
Kurtosis181.1407165
Mean3.180145042e-17
MAD0.2601804976
Skewness11.91813905
Sum6.48014975e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.14512594 -0.14441633 -0.14299712 -0.1415779 -0.14015868 ... 7.59174606 7.62013044 8.03950963 17.3254591 18.45515737], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1437067245 144531 70.9%
 
-0.1422875056 6767 3.3%
 
-0.1451259434 3548 1.7%
 
-0.1408682866 2909 1.4%
 
-0.1309337541 2848 1.4%
 
-0.1394490677 2209 1.1%
 
-0.1380298488 2150 1.1%
 
-0.003204050289 1978 1.0%
 
-0.1167415648 1830 0.9%
 
-0.1351914109 1557 0.8%
 
Other values (1186) 33442 16.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1451259434 3548 1.7%
 
-0.1437067245 144531 70.9%
 
-0.1422875056 6767 3.3%
 
-0.1408682866 2909 1.4%
 
-0.1394490677 2209 1.1%
 

Maximum 5 values

ValueCountFrequency (%) 
18.45515737 288 0.1%
 
16.19576083 1 < 0.1%
 
8.048024947 2 < 0.1%
 
8.03099432 1 < 0.1%
 
7.910360711 2 < 0.1%
 

aggr_33
Numeric

Distinct count10102
Unique (%)5.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.143736375e-17
Minimum-0.09771859913
Maximum29.78153075
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.09771859913
5-th percentile-0.09771859913
Q1-0.09771859913
Median-0.09771859913
Q3-0.09771859913
95-th percentile-0.05712424992
Maximum29.78153075
Range29.87924935
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation8.74329501e+16
Kurtosis422.408704
Mean1.143736375e-17
MAD0.1849195786
Skewness18.14819205
Sum2.330580173e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.0977186 -0.09762067 -0.09734122 -0.09703155 -0.09674996 ... 24.29719026 29.7735514 29.77811103 29.78039084 29.78153075], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.09771859913 177639 87.2%
 
-0.09543878459 2711 1.3%
 
-0.09585713835 1118 0.5%
 
-0.09315897005 544 0.3%
 
-0.08859934097 399 0.2%
 
-0.09087915551 395 0.2%
 
-0.09610652681 387 0.2%
 
-0.07720026828 242 0.1%
 
-0.08631952643 238 0.1%
 
-0.08403971189 236 0.1%
 
Other values (10092) 19860 9.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.09771859913 177639 87.2%
 
-0.09752274629 1 < 0.1%
 
-0.09745751836 1 < 0.1%
 
-0.09743903033 1 < 0.1%
 
-0.09741257686 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
29.78153075 4 < 0.1%
 
29.77925093 54 < 0.1%
 
29.77697112 14 < 0.1%
 
29.77013168 2 < 0.1%
 
29.61510429 1 < 0.1%
 

aggr_34
Numeric

Distinct count7231
Unique (%)3.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.394800457e-17
Minimum-0.1294956951
Maximum26.52082928
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1294956951
5-th percentile-0.1274622505
Q1-0.1274622505
Median-0.1274622505
Q3-0.1254288059
95-th percentile0.07384876528
Maximum26.52082928
Range26.65032498
Interquartile range0.002033444604

Descriptive statistics

Standard deviation1.000002454
Coef of variation-7.169501908e+16
Kurtosis309.2285473
Mean-1.394800457e-17
MAD0.2301720362
Skewness15.18779354
Sum-2.842170943e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.1294957 -0.12949194 -0.12909683 -0.12906833 -0.12900689 ... 1.65497903 1.65607201 1.65993556 1.65993556 26.52082928], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1274622505 141874 69.6%
 
-0.1254288059 4972 2.4%
 
-0.1294956951 3548 1.7%
 
-0.1233953613 2584 1.3%
 
-0.1091612491 2235 1.1%
 
-0.1213619167 1819 0.9%
 
-0.1193284721 1704 0.8%
 
-0.1264455282 1553 0.8%
 
0.07384876528 1539 0.8%
 
-0.1152615829 1306 0.6%
 
Other values (7221) 40635 19.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1294956951 3548 1.7%
 
-0.1294881916 1 < 0.1%
 
-0.1294823172 1 < 0.1%
 
-0.129480406 1 < 0.1%
 
-0.1294773758 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
26.52082928 95 < 0.1%
 
26.1964153 1 < 0.1%
 
26.17474757 1 < 0.1%
 
26.12894264 1 < 0.1%
 
25.38684707 1 < 0.1%
 

aggr_35
Numeric

Distinct count10344
Unique (%)5.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-7.252962376e-18
Minimum-3.872193858
Maximum3.878480451
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-3.872193858
5-th percentile-0.9343724659
Q10.003143296432
Median0.003143296432
Q30.003143296432
95-th percentile0.7727516224
Maximum3.878480451
Range7.750674308
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.378750367e+17
Kurtosis9.847819725
Mean-7.252962376e-18
MAD0.3095705258
Skewness0.01415063754
Sum-1.47792889e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.87219386 -3.87158366 -3.80281201 -3.80154652 -3.65887643 ... -3.35299711 -3.32348351 -3.20594074 -3.20594074 3.87848045], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.003143296432 178776 87.7%
 
3.878480451 4443 2.2%
 
-3.872193858 4331 2.1%
 
3.35928372 1101 0.5%
 
-3.352997127 883 0.4%
 
-2.998679955 319 0.2%
 
3.004966548 281 0.1%
 
-2.737133885 166 0.1%
 
-3.352997127 164 0.1%
 
2.743420478 148 0.1%
 
Other values (10334) 13157 6.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.872193858 4331 2.1%
 
-3.870973471 1 < 0.1%
 
-3.870346624 1 < 0.1%
 
-3.869960877 1 < 0.1%
 
-3.869775047 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.878480451 4443 2.2%
 
3.878470116 1 < 0.1%
 
3.878415863 1 < 0.1%
 
3.877016678 1 < 0.1%
 
3.876919179 1 < 0.1%
 

aggr_36
Highly correlated

This variable is highly correlated with aggr_35 and should be ignored for analysis

Correlation0.985843004

aggr_37
Numeric

Distinct count156738
Unique (%)76.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-3.626481188e-18
Minimum-0.124895273
Maximum224.4586746
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.124895273
5-th percentile-0.1248459168
Q1-0.1244494183
Median-0.1220658995
Q3-0.09972262649
95-th percentile0.3571570089
Maximum224.4586746
Range224.5835698
Interquartile range0.02472679183

Descriptive statistics

Standard deviation1.000002454
Coef of variation-2.757500734e+17
Kurtosis21049.65897
Mean-3.626481188e-18
MAD0.1979534856
Skewness110.0153916
Sum-7.389644452e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.24895273e-01 -1.24895228e-01 -1.24894821e-01 -1.24894818e-01 -1.24894369e-01 ... 1.64804748e+01 1.64806642e+01 2.18075761e+01 6.91782831e+01 2.24458675e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.04115847202 270 0.1%
 
-0.124895273 180 0.1%
 
-0.1248786676 149 0.1%
 
0.3882152659 140 0.1%
 
-0.1248132424 131 0.1%
 
-0.123236396 113 0.1%
 
-0.04186840047 111 0.1%
 
1.535642177 111 0.1%
 
-0.1248936124 107 0.1%
 
-0.1082898985 92 < 0.1%
 
Other values (156728) 202365 99.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.124895273 180 0.1%
 
-0.1248951823 1 < 0.1%
 
-0.1248951775 1 < 0.1%
 
-0.1248951771 1 < 0.1%
 
-0.12489517 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
224.4586746 1 < 0.1%
 
198.3110061 1 < 0.1%
 
98.38076284 1 < 0.1%
 
74.63143424 1 < 0.1%
 
63.72513205 1 < 0.1%
 

aggr_38
Numeric

Distinct count125147
Unique (%)61.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.004256329e-17
Minimum-0.2004228844
Maximum59.44855432
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2004228844
5-th percentile-0.2002764013
Q1-0.1978156899
Median-0.1816037936
Q3-0.09125627953
95-th percentile0.6911978663
Maximum59.44855432
Range59.64897721
Interquartile range0.1065594103

Descriptive statistics

Standard deviation1.000002454
Coef of variation9.957641539e+16
Kurtosis824.9297527
Mean1.004256329e-17
MAD0.2777626259
Skewness23.94184946
Sum2.046363079e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.20042288 -0.20042288 -0.20039444 -0.20039441 -0.20039258 ... 29.61987442 33.43639909 44.52974495 44.52974517 59.44855432], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1706027924 833 0.4%
 
0.09777803555 643 0.3%
 
-0.05132242443 395 0.2%
 
1.290581715 355 0.2%
 
-0.1855128384 279 0.1%
 
-0.1825308292 265 0.1%
 
-0.0512926043 240 0.1%
 
-0.1884948476 237 0.1%
 
-0.1669416524 227 0.1%
 
-0.1556927464 212 0.1%
 
Other values (125137) 200083 98.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2004228844 179 0.1%
 
-0.2004228681 1 < 0.1%
 
-0.2004226041 1 < 0.1%
 
-0.2004225862 3 < 0.1%
 
-0.2004225404 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
59.44855432 1 < 0.1%
 
48.42126694 1 < 0.1%
 
45.18062235 5 < 0.1%
 
44.52974537 1 < 0.1%
 
44.52974497 6 < 0.1%
 

aggr_39
Highly correlated

This variable is highly correlated with aggr_38 and should be ignored for analysis

Correlation0.9032099511

aggr_40
Numeric

Distinct count193528
Unique (%)95.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.092200685e-17
Minimum-0.2152305385
Maximum92.49166096
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2152305385
5-th percentile-0.2149950549
Q1-0.2116170682
Median-0.1911135078
Q3-0.08569205849
95-th percentile0.7623447114
Maximum92.49166096
Range92.7068915
Interquartile range0.1259250097

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.779667939e+16
Kurtosis1488.486361
Mean-2.092200685e-17
MAD0.2920465864
Skewness29.46355117
Sum-4.263256415e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.21523054 -0.21523052 -0.21522792 -0.21519721 -0.21517434 ... 17.25646933 23.00996932 51.19749536 51.56160493 92.49166096], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2152305385 179 0.1%
 
-0.003421263744 140 0.1%
 
-0.1312157636 63 < 0.1%
 
-0.07828366795 62 < 0.1%
 
-0.07948498541 58 < 0.1%
 
-0.1537486217 57 < 0.1%
 
3.212142719 54 < 0.1%
 
-0.1809477442 49 < 0.1%
 
0.4086790828 49 < 0.1%
 
0.2906991102 49 < 0.1%
 
Other values (193518) 203009 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2152305385 179 0.1%
 
-0.2152305011 1 < 0.1%
 
-0.2152299538 1 < 0.1%
 
-0.2152298942 1 < 0.1%
 
-0.215229853 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
92.49166096 1 < 0.1%
 
81.69804385 1 < 0.1%
 
68.37944949 1 < 0.1%
 
56.06455851 1 < 0.1%
 
51.66180218 1 < 0.1%
 

aggr_41
Numeric

Distinct count20678
Unique (%)10.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-4.184401371e-17
Minimum-1.159648797
Maximum1.064204546
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.159648797
5-th percentile-1.159648797
Q1-1.159648797
Median-0.04772212534
Q31.064204546
95-th percentile1.064204546
Maximum1.064204546
Range2.223853343
Interquartile range2.223853343

Descriptive statistics

Standard deviation1.000002454
Coef of variation-2.389833969e+16
Kurtosis-1.774069148
Mean-4.184401371e-17
MAD0.9219247829
Skewness-0.08531590963
Sum-8.526512829e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.1596488 -1.15964878 -1.15925748 -1.15480544 -1.06530008 ... -0.02801976 0.04302809 0.23937611 0.23937611 1.06420455], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.064204546 84516 41.5%
 
-1.159648797 75577 37.1%
 
-0.04772212534 22599 11.1%
 
0.5082412105 127 0.1%
 
-1.01067887 82 < 0.1%
 
0.9152346195 75 < 0.1%
 
0.9152346195 37 < 0.1%
 
-1.01067887 33 < 0.1%
 
0.813572571 12 < 0.1%
 
-0.8339730151 8 < 0.1%
 
Other values (20668) 20703 10.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.159648797 75577 37.1%
 
-1.159648762 1 < 0.1%
 
-1.15964842 1 < 0.1%
 
-1.159647575 1 < 0.1%
 
-1.159635327 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.064204546 84516 41.5%
 
1.064200917 1 < 0.1%
 
1.064168897 1 < 0.1%
 
1.06416791 1 < 0.1%
 
1.064165005 1 < 0.1%
 

aggr_42
Highly correlated

This variable is highly correlated with aggr_41 and should be ignored for analysis

Correlation0.9961155843

aggr_43
Highly correlated

This variable is highly correlated with aggr_10 and should be ignored for analysis

Correlation0.9051833118

aggr_44
Numeric

Distinct count47312
Unique (%)23.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-6.695042193e-16
Minimum-11.660577
Maximum3.486216944
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-11.660577
5-th percentile-1.299263009
Q1-0.8737687766
Median-0.0817025969
Q30.7706292015
95-th percentile1.731497061
Maximum3.486216944
Range15.14679395
Interquartile range1.644397978

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.493646231e+15
Kurtosis15.22273777
Mean-6.695042193e-16
MAD0.8138201326
Skewness-1.041297109
Sum-1.364242053e-10
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-11.660577 -6.50849876 -1.35640735 -1.35638101 -1.35630199 ... 3.35388545 3.46835851 3.46849021 3.48393854 3.48621694], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.249902096 464 0.2%
 
-1.143831446 432 0.2%
 
-1.143726087 417 0.2%
 
-1.356104445 416 0.2%
 
-1.356130785 414 0.2%
 
0.8210173695 406 0.2%
 
-1.090809291 386 0.2%
 
-1.037471058 364 0.2%
 
0.5553797977 358 0.2%
 
0.7677581558 357 0.2%
 
Other values (47302) 199755 98.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-11.660577 179 0.1%
 
-1.356420523 2 < 0.1%
 
-1.356394183 5 < 0.1%
 
-1.356367844 85 < 0.1%
 
-1.356341504 66 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.486216944 1 < 0.1%
 
3.485479427 5 < 0.1%
 
3.485242368 1 < 0.1%
 
3.485110669 4 < 0.1%
 
3.484741911 1 < 0.1%
 

aggr_45
Numeric

Distinct count38700
Unique (%)19.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7.894570586e-17
Minimum-0.3017542663
Maximum11.4634013
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.3017542663
5-th percentile-0.3017542663
Q1-0.3015481253
Median-0.2986621509
Q3-0.2471268941
95-th percentile1.843844003
Maximum11.4634013
Range11.76515557
Interquartile range0.05442123122

Descriptive statistics

Standard deviation1.000002454
Coef of variation1.26669645e+16
Kurtosis25.94662735
Mean7.894570586e-17
MAD0.4825212934
Skewness4.758525942
Sum1.608668754e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.30175427 -0.30174366 -0.30173306 -0.30173306 11.4634013 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.3017542663 30655 15.0%
 
-0.3016855527 11089 5.4%
 
-0.301616839 7994 3.9%
 
-0.3015481253 5828 2.9%
 
-0.3014794116 4175 2.0%
 
-0.301410698 3869 1.9%
 
-0.3013419843 3559 1.7%
 
-0.3012732706 2977 1.5%
 
-0.3012045569 2240 1.1%
 
-0.3011358433 1966 1.0%
 
Other values (38690) 129417 63.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.3017542663 30655 15.0%
 
-0.3017330608 1 < 0.1%
 
-0.3017330608 2 < 0.1%
 
-0.3017330608 2 < 0.1%
 
-0.3017250366 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11.4634013 1 < 0.1%
 
11.44904014 1 < 0.1%
 
11.18236237 1 < 0.1%
 
11.13446893 1 < 0.1%
 
10.78231135 1 < 0.1%
 

aggr_46
Highly correlated

This variable is highly correlated with aggr_44 and should be ignored for analysis

Correlation0.939592126

aggr_47
Numeric

Distinct count19176
Unique (%)9.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.687708553e-17
Minimum-0.9757375124
Maximum1.342003002
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.9757375124
5-th percentile-0.9757375124
Q1-0.9757375124
Median0.159860018
Q31.342003002
95-th percentile1.342003002
Maximum1.342003002
Range2.317740515
Interquartile range2.317740515

Descriptive statistics

Standard deviation1.000002454
Coef of variation5.925208189e+16
Kurtosis-1.604617902
Mean1.687708553e-17
MAD0.9109488765
Skewness0.3100574107
Sum3.439026841e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.97573751 -0.97570691 -0.97543683 -0.96506557 -0.85368047 ... -0.22658976 -0.22658976 -0.22658976 -0.22658976 1.342003 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.9757375124 92209 45.3%
 
1.342003002 59870 29.4%
 
0.1831327449 30918 15.2%
 
-0.8204783376 238 0.1%
 
1.186743827 201 0.1%
 
-0.8204783376 89 < 0.1%
 
1.186743827 76 < 0.1%
 
-0.7145242965 30 < 0.1%
 
1.204484971 29 < 0.1%
 
1.080789786 24 < 0.1%
 
Other values (19166) 20085 9.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.9757375124 92209 45.3%
 
-0.975676314 1 < 0.1%
 
-0.9756377603 2 < 0.1%
 
-0.9756037786 1 < 0.1%
 
-0.9755693711 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.342003002 59870 29.4%
 
1.342001962 1 < 0.1%
 
1.341998222 1 < 0.1%
 
1.341918005 1 < 0.1%
 
1.341778203 1 < 0.1%
 

aggr_48
Highly correlated

This variable is highly correlated with aggr_47 and should be ignored for analysis

Correlation0.9957528699

aggr_49
Numeric

Distinct count31453
Unique (%)15.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.729552567e-17
Minimum-0.1790699774
Maximum51.46305427
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1790699774
5-th percentile-0.172889448
Q1-0.1687415526
Median-0.1524567251
Q3-0.116045929
95-th percentile0.3063659905
Maximum51.46305427
Range51.64212425
Interquartile range0.05269562358

Descriptive statistics

Standard deviation1.000002454
Coef of variation5.781856378e+16
Kurtosis412.3664147
Mean1.729552567e-17
MAD0.2599374553
Skewness16.31427998
Sum3.524291969e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.17906998 -0.17906481 -0.17883759 -0.17883604 -0.17868421 ... 20.46228399 20.91410403 27.1494619 30.0382113 51.46305427], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1687415526 35943 17.6%
 
-0.1584131278 9328 4.6%
 
-0.1274278532 6233 3.1%
 
-0.1377562781 4788 2.3%
 
-0.1480847029 4178 2.1%
 
-0.1662317454 3131 1.5%
 
-0.1790699774 2694 1.3%
 
-0.07578572895 2117 1.0%
 
-0.1638975213 1969 1.0%
 
-0.1170994284 1764 0.9%
 
Other values (31443) 131624 64.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1790699774 2694 1.3%
 
-0.179059649 1 < 0.1%
 
-0.1789666932 1 < 0.1%
 
-0.1788716717 3 < 0.1%
 
-0.178863409 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
51.46305427 1 < 0.1%
 
42.16747191 2 < 0.1%
 
41.13462942 3 < 0.1%
 
39.25733389 1 < 0.1%
 
39.06894445 1 < 0.1%
 

aggr_50
Numeric

Distinct count42590
Unique (%)20.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.339008439e-17
Minimum-0.4613629691
Maximum15.54427652
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.4613629691
5-th percentile-0.4581618412
Q1-0.4453573296
Median-0.4002124631
Q3-0.07549901238
95-th percentile2.012658177
Maximum15.54427652
Range16.00563949
Interquartile range0.3698583172

Descriptive statistics

Standard deviation1.000002454
Coef of variation-7.468231155e+16
Kurtosis34.24117598
Mean-1.339008439e-17
MAD0.5885021691
Skewness4.67034682
Sum-2.728484105e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.46136297 -0.46136137 -0.46103005 -0.46099436 -0.46033349 ... 11.73211717 11.79051326 12.33508178 12.50320501 15.54427652], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.4581618412 12201 6.0%
 
-0.4453573296 5755 2.8%
 
-0.4549607133 5529 2.7%
 
-0.4517595854 4922 2.4%
 
-0.4293516901 3707 1.8%
 
2.739764928 3251 1.6%
 
-0.4485584575 2631 1.3%
 
-0.4421562017 2270 1.1%
 
-0.4179556748 1092 0.5%
 
0.6925027882 915 0.4%
 
Other values (42580) 161496 79.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.4613629691 204 0.1%
 
-0.461359768 1 < 0.1%
 
-0.4610428563 3 < 0.1%
 
-0.4610172473 5 < 0.1%
 
-0.4610012417 6 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
15.54427652 1 < 0.1%
 
15.06410733 1 < 0.1%
 
13.30348699 1 < 0.1%
 
12.66326141 2 < 0.1%
 
12.34314862 78 < 0.1%
 

aggr_51
Numeric

Distinct count102030
Unique (%)50.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.454848804e-17
Minimum-0.424671815
Maximum18.51905898
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.424671815
5-th percentile-0.424671815
Q1-0.4207575793
Median-0.3891618688
Q3-0.1030312396
95-th percentile2.029384792
Maximum18.51905898
Range18.94373079
Interquartile range0.3177263397

Descriptive statistics

Standard deviation1.000002454
Coef of variation4.07358063e+16
Kurtosis43.65047631
Mean2.454848804e-17
MAD0.5684265198
Skewness5.163773989
Sum5.00222086e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.42467182 -0.42467162 -0.42467094 -0.42466513 -0.42464667 ... 15.13035601 15.19786874 15.19800515 15.22991929 18.51905898], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.424671815 32862 16.1%
 
-0.4207575793 3715 1.8%
 
-0.4168433436 2894 1.4%
 
-0.4129291079 1985 1.0%
 
-0.4090148722 1665 0.8%
 
-0.3894436938 796 0.4%
 
-0.4051006366 536 0.3%
 
-0.4011864009 318 0.2%
 
-0.3933579295 288 0.1%
 
-0.3972721652 269 0.1%
 
Other values (102020) 158441 77.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.424671815 32862 16.1%
 
-0.4246714236 54 < 0.1%
 
-0.4246710322 18 < 0.1%
 
-0.4246708562 2 < 0.1%
 
-0.4246706408 14 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
18.51905898 1 < 0.1%
 
15.23148185 1 < 0.1%
 
15.22835672 1 < 0.1%
 
15.22035955 2 < 0.1%
 
15.21454965 1 < 0.1%
 

aggr_52
Numeric

Distinct count112162
Unique (%)55.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.231680731e-17
Minimum-0.4462366744
Maximum30.62477856
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.4462366744
5-th percentile-0.4400224714
Q1-0.4240271127
Median-0.3713303602
Q3-0.07520525307
95-th percentile1.844564962
Maximum30.62477856
Range31.07101524
Interquartile range0.3488218597

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.480938693e+16
Kurtosis66.76361124
Mean-2.231680731e-17
MAD0.5548739154
Skewness5.969883694
Sum-4.547473509e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.44623667 -0.44623357 -0.44563545 -0.44423042 -0.44422141 ... 12.00947774 12.07594128 15.99625563 17.73430142 30.62477856], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.4400224714 10138 5.0%
 
-0.4338082683 3464 1.7%
 
-0.4369153698 2904 1.4%
 
-0.4275940653 2227 1.1%
 
-0.4213798622 1199 0.6%
 
-0.4244869638 1060 0.5%
 
-0.4307011668 1032 0.5%
 
-0.4120585577 992 0.5%
 
-0.3840946439 976 0.5%
 
-0.4151656592 820 0.4%
 
Other values (112152) 178957 87.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.4462366744 204 0.1%
 
-0.4462304602 1 < 0.1%
 
-0.4456556464 1 < 0.1%
 
-0.4456152541 3 < 0.1%
 
-0.4455655405 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
30.62477856 1 < 0.1%
 
25.03199582 2 < 0.1%
 
24.41057552 3 < 0.1%
 
23.28108135 1 < 0.1%
 
23.16773491 1 < 0.1%
 

aggr_53
Numeric

Distinct count19319
Unique (%)9.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.032152338e-16
Minimum-1.015963374
Maximum1.301966184
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.015963374
5-th percentile-1.015963374
Q1-1.015963374
Median0.1430014051
Q31.301966184
95-th percentile1.301966184
Maximum1.301966184
Range2.317929557
Interquartile range2.317929557

Descriptive statistics

Standard deviation1.000002454
Coef of variation9.688516092e+15
Kurtosis-1.631080534
Mean1.032152338e-16
MAD0.9046417215
Skewness0.2418816351
Sum2.103206498e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.01596337 -1.01596316 -1.01536516 -1.00179557 -0.89922607 ... -0.26675452 -0.26675452 -0.15624201 -0.15624201 1.30196618], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.015963374 87297 42.8%
 
1.301966184 62887 30.9%
 
0.1430014051 33265 16.3%
 
-0.8606915353 367 0.2%
 
1.146694345 186 0.1%
 
0.7224837944 129 0.1%
 
-0.8606915353 93 < 0.1%
 
1.146694345 63 < 0.1%
 
-0.7547288522 33 < 0.1%
 
1.040731662 13 < 0.1%
 
Other values (19309) 19436 9.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.015963374 87297 42.8%
 
-1.015962944 1 < 0.1%
 
-1.015959694 1 < 0.1%
 
-1.015959003 1 < 0.1%
 
-1.015938905 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.301966184 62887 30.9%
 
1.301966166 1 < 0.1%
 
1.301960961 1 < 0.1%
 
1.301950582 1 < 0.1%
 
1.30194527 1 < 0.1%
 

aggr_54
Highly correlated

This variable is highly correlated with aggr_53 and should be ignored for analysis

Correlation0.9968968562

aggr_55
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.053146273e-16
Minimum-1.511909632
Maximum2.832144426
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.511909632
5-th percentile-0.9689028747
Q1-0.9689028747
Median0.1171106398
Q30.660117397
95-th percentile1.746130911
Maximum2.832144426
Range4.344054058
Interquartile range1.629020272

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.870585536e+15
Kurtosis-1.249937541
Mean-2.053146273e-16
MAD0.9137764127
Skewness0.360434314
Sum-4.183675628e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
-0.9689028747 87650 43.0%
 
0.660117397 38744 19.0%
 
1.203124154 33886 16.6%
 
0.1171106398 18135 8.9%
 
1.746130911 9696 4.8%
 
-0.4258961174 9632 4.7%
 
2.289137669 3197 1.6%
 
-1.511909632 2694 1.3%
 
2.832144426 135 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.511909632 2694 1.3%
 
-0.9689028747 87650 43.0%
 
-0.4258961174 9632 4.7%
 
0.1171106398 18135 8.9%
 
0.660117397 38744 19.0%
 

Maximum 5 values

ValueCountFrequency (%) 
2.832144426 135 0.1%
 
2.289137669 3197 1.6%
 
1.746130911 9696 4.8%
 
1.203124154 33886 16.6%
 
0.660117397 38744 19.0%
 

aggr_56
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.205107595e-16
Minimum-2.466561474
Maximum1.715132411
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.466561474
5-th percentile-1.943849738
Q1-0.3757145314
Median0.1469972042
Q30.6697089397
95-th percentile1.192420675
Maximum1.715132411
Range4.181693885
Interquartile range1.045423471

Descriptive statistics

Standard deviation1.000002454
Coef of variation-8.298034616e+15
Kurtosis-0.3641009138
Mean-1.205107595e-16
MAD0.7897501123
Skewness-0.7695865249
Sum-2.455635695e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
0.1469972042 56464 27.7%
 
0.6697089397 44949 22.1%
 
1.192420675 32116 15.8%
 
-1.943849738 28514 14.0%
 
-0.3757145314 26700 13.1%
 
-0.898426267 6587 3.2%
 
-1.421138003 6040 3.0%
 
1.715132411 2195 1.1%
 
-2.466561474 204 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.466561474 204 0.1%
 
-1.943849738 28514 14.0%
 
-1.421138003 6040 3.0%
 
-0.898426267 6587 3.2%
 
-0.3757145314 26700 13.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.715132411 2195 1.1%
 
1.192420675 32116 15.8%
 
0.6697089397 44949 22.1%
 
0.1469972042 56464 27.7%
 
-0.3757145314 26700 13.1%
 

aggr_57
Numeric

Distinct count5886
Unique (%)2.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.092200685e-16
Minimum-1.059868398
Maximum3.185903664
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.059868398
5-th percentile-1.059868398
Q1-1.059868398
Median-0.4533295317
Q30.7597482002
95-th percentile1.972825932
Maximum3.185903664
Range4.245772061
Interquartile range1.819616598

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.779667939e+15
Kurtosis-0.6178061835
Mean-2.092200685e-16
MAD0.8531352404
Skewness0.6403613888
Sum-4.263256415e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.0598684 -1.00564499 -0.89917378 -0.80154762 -0.79782983 ... -0.77041276 -0.7611264 -0.75229706 -0.75229706 3.18590366], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.059868398 63962 31.4%
 
-0.4533295317 37467 18.4%
 
0.1532093342 26414 13.0%
 
0.7597482002 21727 10.7%
 
1.366287066 19883 9.8%
 
1.972825932 11421 5.6%
 
2.579364798 3212 1.6%
 
-0.5646314874 1055 0.5%
 
0.9210792433 638 0.3%
 
-0.06939457716 618 0.3%
 
Other values (5876) 17372 8.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.059868398 63962 31.4%
 
-0.9514215825 1 < 0.1%
 
-0.9127611147 1 < 0.1%
 
-0.9005834879 1 < 0.1%
 
-0.897764067 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.185903664 41 < 0.1%
 
2.579364798 3212 1.6%
 
2.032885115 2 < 0.1%
 
1.972825932 11421 5.6%
 
1.952540124 6 < 0.1%
 

aggr_58
Numeric

Distinct count2994
Unique (%)1.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-7.766248944e-16
Minimum-2.286109416
Maximum2.570787101
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.286109416
5-th percentile-1.678997351
Q1-0.768329254
Median0.1423388429
Q30.7494509075
95-th percentile1.356562972
Maximum2.570787101
Range4.856896517
Interquartile range1.517780162

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.287626061e+15
Kurtosis-0.8229311589
Mean-7.766248944e-16
MAD0.8366506887
Skewness-0.257227129
Sum-1.582520781e-10
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.28610942 -2.18492407 -2.03314606 -1.93196071 -1.7801827 ... -1.1822693 -1.10079538 -1.07188529 -1.07188529 2.5707871 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.678997351 26877 13.2%
 
0.7494509075 25405 12.5%
 
-0.4647732217 20707 10.2%
 
0.1423388429 19248 9.4%
 
0.4458948752 18432 9.0%
 
-0.1612171894 17053 8.4%
 
1.05300694 14913 7.3%
 
1.356562972 14018 6.9%
 
-0.768329254 12154 6.0%
 
-1.071885286 6087 3.0%
 
Other values (2984) 28875 14.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.286109416 204 0.1%
 
-2.083738727 2 < 0.1%
 
-1.982553383 1654 0.8%
 
-1.881368039 1 < 0.1%
 
-1.678997351 26877 13.2%
 

Maximum 5 values

ValueCountFrequency (%) 
2.570787101 135 0.1%
 
2.267231069 75 < 0.1%
 
2.166045725 2 < 0.1%
 
2.08509745 1 < 0.1%
 
2.064860381 1 < 0.1%
 

aggr_59
Numeric

Distinct count11429
Unique (%)5.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.90118495e-17
Minimum-1.116918167
Maximum1.488112901
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.116918167
5-th percentile-1.116918167
Q1-1.116918167
Median0.1855973669
Q30.4759204847
95-th percentile1.488112901
Maximum1.488112901
Range2.605031069
Interquartile range1.592838652

Descriptive statistics

Standard deviation1.000002454
Coef of variation3.446875918e+16
Kurtosis-1.291634777
Mean2.90118495e-17
MAD0.8470305952
Skewness0.2513728605
Sum5.911715562e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.11691817 -1.11471424 -1.11041546 -1.10607392 -1.09555875 ... -0.98394111 -0.97837666 -0.94241417 -0.94241417 1.4881129 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.116918167 74279 36.5%
 
0.1855973669 65333 32.1%
 
1.488112901 45861 22.5%
 
-0.9424141747 882 0.4%
 
1.313608908 703 0.3%
 
-0.4656604003 368 0.2%
 
0.8368551341 190 0.1%
 
1.194521561 98 < 0.1%
 
-0.8233268276 93 < 0.1%
 
-1.093447497 92 < 0.1%
 
Other values (11419) 15870 7.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.116918167 74279 36.5%
 
-1.112510319 1 < 0.1%
 
-1.108320611 26 < 0.1%
 
-1.103827227 1 < 0.1%
 
-1.103604201 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.488112901 45861 22.5%
 
1.483705053 2 < 0.1%
 
1.479515345 17 < 0.1%
 
1.475021961 2 < 0.1%
 
1.474798935 1 < 0.1%
 

aggr_60
Highly correlated

This variable is highly correlated with aggr_59 and should be ignored for analysis

Correlation0.9994183464

aggr_61
Numeric

Distinct count562
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-8.368802741e-18
Minimum-0.240485611
Maximum15.78495092
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.240485611
5-th percentile-0.2168143606
Q1-0.2168143606
Median-0.2168143606
Q3-0.1931431102
95-th percentile0.8483919081
Maximum15.78495092
Range16.02543653
Interquartile range0.02367125042

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.194916985e+17
Kurtosis91.55446743
Mean-8.368802741e-18
MAD0.3595872844
Skewness8.519599866
Sum-1.705302566e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.24048561 -0.22864999 -0.20497874 -0.18130748 -0.15763623 ... 12.87338712 13.64270276 13.66637401 14.82626528 15.78495092], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2168143606 131201 64.4%
 
-0.1931431102 25676 12.6%
 
-0.1694718598 9169 4.5%
 
-0.1458006094 5140 2.5%
 
-0.122129359 3544 1.7%
 
-0.09845810854 2295 1.1%
 
2.126639431 1691 0.8%
 
-0.07478685812 1659 0.8%
 
-0.003773106869 1334 0.7%
 
-0.0511156077 1299 0.6%
 
Other values (552) 20761 10.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.240485611 179 0.1%
 
-0.2168143606 131201 64.4%
 
-0.1931431102 25676 12.6%
 
-0.1694718598 9169 4.5%
 
-0.1458006094 5140 2.5%
 

Maximum 5 values

ValueCountFrequency (%) 
15.78495092 1 < 0.1%
 
15.76127967 6 < 0.1%
 
15.73760842 2 < 0.1%
 
15.71393717 1 < 0.1%
 
15.69026592 5 < 0.1%
 

aggr_62
Numeric

Distinct count695
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.738065225e-17
Minimum-0.6240454598
Maximum7.963203992
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.6240454598
5-th percentile-0.6179073258
Q1-0.5994929239
Median-0.4767302441
Q30.03273487711
95-th percentile2.647579957
Maximum7.963203992
Range8.587249452
Interquartile range0.632227801

Descriptive statistics

Standard deviation1.000002454
Coef of variation2.675187279e+16
Kurtosis3.761530279
Mean3.738065225e-17
MAD0.7035651831
Skewness2.11685287
Sum7.617018127e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.62404546 -0.62097639 -0.61483826 -0.60870012 -0.60256199 ... 3.61126699 5.10590262 5.30846104 5.98365578 7.96320399], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.6179073258 20409 10.0%
 
-0.6117691918 17821 8.7%
 
-0.6056310579 10318 5.1%
 
-0.5994929239 7309 3.6%
 
-0.00409392683 6267 3.1%
 
-0.5933547899 6002 2.9%
 
-0.5872166559 5238 2.6%
 
-0.01023206082 4474 2.2%
 
-0.5810785219 3454 1.7%
 
-0.5626641199 3273 1.6%
 
Other values (685) 119204 58.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.6240454598 179 0.1%
 
-0.6179073258 20409 10.0%
 
-0.6117691918 17821 8.7%
 
-0.6056310579 10318 5.1%
 
-0.5994929239 7309 3.6%
 

Maximum 5 values

ValueCountFrequency (%) 
7.963203992 1 < 0.1%
 
6.005139249 2 < 0.1%
 
5.962172311 1 < 0.1%
 
5.888514704 5 < 0.1%
 
5.747337622 1 < 0.1%
 

aggr_63
Numeric

Distinct count17811
Unique (%)8.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.789600914e-17
Minimum-0.5770993763
Maximum7.862952768
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.5770993763
5-th percentile-0.5770993763
Q1-0.5696264283
Median-0.4799510523
Q30.1552495275
95-th percentile2.449444563
Maximum7.862952768
Range8.440052144
Interquartile range0.7248759557

Descriptive statistics

Standard deviation1.000002454
Coef of variation-3.584750954e+16
Kurtosis6.019155257
Mean-2.789600914e-17
MAD0.6864044697
Skewness2.454695392
Sum-5.684341886e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.57709938 -0.57662722 -0.57323391 -0.5711543 -0.57086208 ... 4.4559311 4.46340405 4.470877 4.85199734 7.86295277], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.5770993763 42998 21.1%
 
-0.5696264283 15894 7.8%
 
-0.5621534803 8612 4.2%
 
-0.5546805323 6220 3.1%
 
-0.5472075843 4769 2.3%
 
-0.5397346363 4193 2.1%
 
0.1701954235 3261 1.6%
 
-0.5322616883 2932 1.4%
 
-0.5247887403 2592 1.3%
 
-0.5173157923 2511 1.2%
 
Other values (17801) 109787 53.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.5770993763 42998 21.1%
 
-0.5761550587 1 < 0.1%
 
-0.5733629023 2 < 0.1%
 
-0.5731049176 7 < 0.1%
 
-0.5727848677 15 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7.862952768 1 < 0.1%
 
7.486211513 1 < 0.1%
 
6.940686309 1 < 0.1%
 
6.746389661 1 < 0.1%
 
6.604403649 1 < 0.1%
 

aggr_64
Numeric

Distinct count11174
Unique (%)5.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.590072521e-16
Minimum-0.6262286378
Maximum7.914040812
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.6262286378
5-th percentile-0.6136137642
Q1-0.5946914537
Median-0.4559278437
Q30.121202625
95-th percentile2.300422045
Maximum7.914040812
Range8.540269449
Interquartile range0.7158940787

Descriptive statistics

Standard deviation1.000002454
Coef of variation6.289036762e+15
Kurtosis8.320083896
Mean1.590072521e-16
MAD0.6800273494
Skewness2.616693401
Sum3.240074875e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.62622864 -0.6199212 -0.61282533 -0.61192427 -0.61031669 ... -0.42469101 -0.42409031 -0.42198783 -0.42198783 7.91404081], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.6136137642 20409 10.0%
 
-0.6073063273 12461 6.1%
 
-0.6009988905 11613 5.7%
 
-0.5883840169 6375 3.1%
 
-0.5946914537 6364 3.1%
 
-0.5820765801 4662 2.3%
 
-0.5757691433 4136 2.0%
 
0.01712991749 3654 1.8%
 
-0.5631542696 3333 1.6%
 
-0.5694617064 2815 1.4%
 
Other values (11164) 127947 62.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.6262286378 179 0.1%
 
-0.6136137642 20409 10.0%
 
-0.6120369049 2 < 0.1%
 
-0.6118116393 7 < 0.1%
 
-0.6115112852 10 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7.914040812 1 < 0.1%
 
7.901425938 6 < 0.1%
 
7.888811064 2 < 0.1%
 
7.876196191 1 < 0.1%
 
7.863581317 5 < 0.1%
 

aggr_65
Numeric

Distinct count17486
Unique (%)8.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.650120868e-18
Minimum-0.9790737669
Maximum1.461330321
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.9790737669
5-th percentile-0.9790737669
Q1-0.9790737669
Median0.241128277
Q31.305594238
95-th percentile1.461330321
Maximum1.461330321
Range2.440404088
Interquartile range2.284668005

Descriptive statistics

Standard deviation1.000002454
Coef of variation-3.773422057e+17
Kurtosis-1.428870479
Mean-2.650120868e-18
MAD0.8925430838
Skewness0.3823620246
Sum-5.400124792e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.97907377 -0.97907115 -0.97471018 -0.95758867 -0.95673007 ... -0.26207456 -0.26207456 -0.25246775 -0.25246775 1.46133032], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.9790737669 89712 44.0%
 
1.461330321 50488 24.8%
 
0.241128277 43559 21.4%
 
-0.8155976907 677 0.3%
 
1.297854245 505 0.2%
 
-0.3689727449 161 0.1%
 
-0.704036162 55 < 0.1%
 
0.851229299 54 < 0.1%
 
1.186292716 42 < 0.1%
 
1.039938024 25 < 0.1%
 
Other values (17476) 18491 9.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.9790737669 89712 44.0%
 
-0.9790685267 1 < 0.1%
 
-0.9790432757 1 < 0.1%
 
-0.9789741576 1 < 0.1%
 
-0.9789584958 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.461330321 50488 24.8%
 
1.461327041 1 < 0.1%
 
1.461325081 2 < 0.1%
 
1.4613181 1 < 0.1%
 
1.46128502 1 < 0.1%
 

aggr_66
Highly correlated

This variable is highly correlated with aggr_65 and should be ignored for analysis

Correlation0.9971938142

aggr_67
Numeric

Distinct count90
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4.742321553e-18
Minimum-0.2160568734
Maximum117.069248
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2160568734
5-th percentile-0.09888873668
Q1-0.09888873668
Median0.01827940004
Q30.01827940004
95-th percentile0.01827940004
Maximum117.069248
Range117.2853049
Interquartile range0.1171681367

Descriptive statistics

Standard deviation1.000002454
Coef of variation2.108677032e+17
Kurtosis10626.52577
Mean4.742321553e-18
MAD0.07988502821
Skewness97.17090512
Sum9.663381206e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.16056873e-01 -1.57472805e-01 -4.03046683e-02 7.68634684e-02 1.94031605e-01 ... 8.63013745e+00 1.07977480e+01 1.10906683e+01 1.04473673e+02 1.17069248e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.01827940004 118593 58.2%
 
-0.09888873668 81914 40.2%
 
0.1354475368 943 0.5%
 
2.244473998 345 0.2%
 
0.2526156735 337 0.2%
 
-0.2160568734 179 0.1%
 
0.3697838102 165 0.1%
 
0.4869519469 119 0.1%
 
0.7212882203 94 < 0.1%
 
0.6041200836 92 < 0.1%
 
Other values (80) 988 0.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2160568734 179 0.1%
 
-0.09888873668 81914 40.2%
 
0.01827940004 118593 58.2%
 
0.1354475368 943 0.5%
 
0.2526156735 337 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
117.069248 10 < 0.1%
 
91.87809859 3 < 0.1%
 
58.48517962 4 < 0.1%
 
58.36801149 1 < 0.1%
 
54.38429484 1 < 0.1%
 

aggr_68
Numeric

Distinct count302
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.115840366e-18
Minimum-0.1259390715
Maximum251.849028
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1259390715
5-th percentile-0.1067146138
Q1-0.08749015611
Median-0.08749015611
Q3-0.08749015611
95-th percentile0.2777745401
Maximum251.849028
Range251.974967
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation8.961877386e+17
Kurtosis22115.45842
Mean1.115840366e-18
MAD0.1503087429
Skewness109.9822187
Sum2.273736754e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.25939072e-01 -1.16326843e-01 -9.71023850e-02 -7.78779273e-02 -5.86534696e-02 ... 1.66474003e+01 1.69453794e+01 2.02519861e+01 5.13571586e+01 2.51849028e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.08749015611 153554 75.4%
 
-0.1067146138 10151 5.0%
 
-0.06826569841 7378 3.6%
 
-0.04904124072 3841 1.9%
 
0.08552996316 2234 1.1%
 
-0.02981678302 2066 1.0%
 
-0.01059232532 1910 0.9%
 
0.2777745401 1615 0.8%
 
0.1816522516 1438 0.7%
 
0.008632132372 1361 0.7%
 
Other values (292) 18221 8.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1259390715 179 0.1%
 
-0.1067146138 10151 5.0%
 
-0.08749015611 153554 75.4%
 
-0.06826569841 7378 3.6%
 
-0.04904124072 3841 1.9%
 

Maximum 5 values

ValueCountFrequency (%) 
251.849028 1 < 0.1%
 
102.5518895 1 < 0.1%
 
94.30459713 1 < 0.1%
 
94.18925039 1 < 0.1%
 
94.11235256 1 < 0.1%
 

aggr_69
Numeric

Distinct count8270
Unique (%)4.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.339008439e-17
Minimum-0.1311553039
Maximum238.7834926
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1311553039
5-th percentile-0.1311553039
Q1-0.1311553039
Median-0.1311553039
Q3-0.08467423303
95-th percentile0.4266175465
Maximum238.7834926
Range238.9146479
Interquartile range0.04648107087

Descriptive statistics

Standard deviation1.000002454
Coef of variation7.468231155e+16
Kurtosis19577.10831
Mean1.339008439e-17
MAD0.1965166687
Skewness103.8955069
Sum2.728484105e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.31155304e-01 -1.23837913e-01 -1.12204889e-01 -1.09284270e-01 -1.09155918e-01 ... -8.57956733e-02 -8.56866826e-02 -8.46742330e-02 -8.46742330e-02 2.38783493e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1311553039 111541 54.7%
 
-0.08467423303 56066 27.5%
 
-0.03819316216 2776 1.4%
 
-0.09320366845 2092 1.0%
 
0.008287908712 1181 0.6%
 
0.05476897958 1072 0.5%
 
-0.06542114308 797 0.4%
 
0.1477311213 702 0.3%
 
0.1012500505 660 0.3%
 
0.1942121922 587 0.3%
 
Other values (8260) 26295 12.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1311553039 111541 54.7%
 
-0.1165205224 1 < 0.1%
 
-0.1164566987 2 < 0.1%
 
-0.1147394437 1 < 0.1%
 
-0.1139155168 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
238.7834926 1 < 0.1%
 
131.4719618 1 < 0.1%
 
114.0728358 1 < 0.1%
 
108.2594754 1 < 0.1%
 
82.59239513 1 < 0.1%
 

aggr_70
Numeric

Distinct count3968
Unique (%)1.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.562176512e-17
Minimum-0.2698175327
Maximum105.7340284
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2698175327
5-th percentile-0.1836705632
Q1-0.1405970785
Median-0.09752359377
Q3-0.09752359377
95-th percentile0.4624317078
Maximum105.7340284
Range106.0038459
Interquartile range0.04307348474

Descriptive statistics

Standard deviation1.000002454
Coef of variation-6.40134099e+16
Kurtosis4212.067655
Mean-1.562176512e-17
MAD0.1997158196
Skewness53.91400068
Sum-3.183231456e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ -0.26981753 -0.22674405 -0.18286178 -0.17213302 -0.16714441 -0.16621546 -0.16250514 -0.16213382 -0.16213382 105.7340284 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.09752359377 100770 49.5%
 
-0.1405970785 53293 26.2%
 
-0.1836705632 10151 5.0%
 
-0.05445010904 3643 1.8%
 
-0.0113766243 3159 1.6%
 
0.07477034517 1413 0.7%
 
-0.06880793728 1163 0.6%
 
0.03169686043 1026 0.5%
 
0.1609173146 911 0.4%
 
-0.1262392503 816 0.4%
 
Other values (3958) 27424 13.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2698175327 179 0.1%
 
-0.1836705632 10151 5.0%
 
-0.1820529968 1 < 0.1%
 
-0.1761795224 1 < 0.1%
 
-0.175917336 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
105.7340284 1 < 0.1%
 
86.77838177 1 < 0.1%
 
85.96329891 10 < 0.1%
 
70.31326612 1 < 0.1%
 
67.44170047 3 < 0.1%
 

aggr_71
Numeric

Distinct count12033
Unique (%)5.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.678016877e-17
Minimum-1.760926429
Maximum1.519699616
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.760926429
5-th percentile-1.760926429
Q1-0.1206134067
Median-0.1206134067
Q30.152006664
95-th percentile1.519699616
Maximum1.519699616
Range3.280626045
Interquartile range0.2726200707

Descriptive statistics

Standard deviation1.000002454
Coef of variation-3.734115577e+16
Kurtosis-0.4026913719
Mean-2.678016877e-17
MAD0.7003092808
Skewness-0.05269971451
Sum-5.456968211e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.76092643 -1.75815093 -1.73350476 -1.72864894 -1.67754614 ... -1.39340412 -1.39116223 -1.3605735 -1.3605735 1.51969962], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1206134067 112779 55.3%
 
1.519699616 43208 21.2%
 
-1.760926429 29350 14.4%
 
1.299939341 1211 0.6%
 
-1.541166154 840 0.4%
 
0.6995431046 427 0.2%
 
1.149967597 195 0.1%
 
-0.940769918 176 0.1%
 
-1.391194411 158 0.1%
 
1.039263055 77 < 0.1%
 
Other values (12023) 15348 7.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.760926429 29350 14.4%
 
-1.755375439 1 < 0.1%
 
-1.751505306 1 < 0.1%
 
-1.735640707 1 < 0.1%
 
-1.731368819 23 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.519699616 43208 21.2%
 
1.514148625 1 < 0.1%
 
1.508872349 1 < 0.1%
 
1.505331634 1 < 0.1%
 
1.503213639 2 < 0.1%
 

aggr_72
Highly correlated

This variable is highly correlated with aggr_71 and should be ignored for analysis

Correlation0.9962214954

class
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
unknown
157205
2
42019
1
 
4545
ValueCountFrequency (%) 
unknown 157205 77.1%
 
2 42019 20.6%
 
1 4545 2.2%
 
Max length7
Mean length5.62891804
Min length1
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

local_01
Numeric

Distinct count195328
Unique (%)95.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-6.13712201e-18
Minimum-0.1729826318
Maximum71.68196572
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1729826318
5-th percentile-0.1729291049
Q1-0.1725316709
Median-0.169204496
Q3-0.1318552759
95-th percentile0.6471120158
Maximum71.68196572
Range71.85494836
Interquartile range0.040676395

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.629432252e+17
Kurtosis1191.36346
Mean-6.13712201e-18
MAD0.2710277195
Skewness26.78153199
Sum-1.250555215e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.17298263 -0.1729825 -0.17298249 -0.17298233 -0.17298232 ... 9.51294645 14.90583661 36.85367261 37.54158394 71.68196572], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1723525432 206 0.1%
 
-0.172976362 144 0.1%
 
-0.1724257029 134 0.1%
 
-0.171721786 131 0.1%
 
-0.1720371646 99 < 0.1%
 
-0.1723550662 94 < 0.1%
 
-0.1718794753 80 < 0.1%
 
-0.1714064074 73 < 0.1%
 
-0.1729820388 62 < 0.1%
 
-0.1724251327 60 < 0.1%
 
Other values (195318) 202686 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1729826318 1 < 0.1%
 
-0.1729826131 1 < 0.1%
 
-0.1729825916 1 < 0.1%
 
-0.1729825245 1 < 0.1%
 
-0.1729825162 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
71.68196572 1 < 0.1%
 
71.1771821 1 < 0.1%
 
70.6721167 1 < 0.1%
 
70.04135588 1 < 0.1%
 
69.53659904 1 < 0.1%
 

local_02
Numeric

Distinct count28906
Unique (%)14.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.161940708e-17
Minimum-0.2105525792
Maximum73.59505187
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2105525792
5-th percentile-0.1888402179
Q1-0.1803266323
Median-0.1328974958
Q3-0.0552424124
95-th percentile0.2467292158
Maximum73.59505187
Range73.80560445
Interquartile range0.1250842199

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.625485102e+16
Kurtosis774.1393732
Mean-2.161940708e-17
MAD0.224937995
Skewness21.47714636
Sum-4.405364962e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.21055258 -0.21026008 -0.20808056 -0.20763404 -0.20760945 ... 22.21599219 25.65612921 25.68035113 45.69333967 73.59505187], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1846675514 32814 16.1%
 
-0.1587825236 10443 5.1%
 
-0.08112744021 9884 4.9%
 
-0.1328974958 7108 3.5%
 
-0.107012468 5906 2.9%
 
-0.1783774897 3128 1.5%
 
-0.0552424124 3033 1.5%
 
0.1404483978 2069 1.0%
 
-0.05845215585 1753 0.9%
 
-0.1725274734 1642 0.8%
 
Other values (28896) 125989 61.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2105525792 67 < 0.1%
 
-0.2099675776 6 < 0.1%
 
-0.2099572236 1 < 0.1%
 
-0.2096698998 1 < 0.1%
 
-0.2095844792 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
73.59505187 1 < 0.1%
 
70.26937974 1 < 0.1%
 
69.46953497 1 < 0.1%
 
46.10999025 1 < 0.1%
 
45.27668909 1 < 0.1%
 

local_03
Numeric

Distinct count9
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8.034050632e-17
Minimum-1.756361477
Maximum2.683579929
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.756361477
5-th percentile-1.201368802
Q1-1.201368802
Median0.4636092256
Q31.018601901
95-th percentile1.573594577
Maximum2.683579929
Range4.439941406
Interquartile range2.219970703

Descriptive statistics

Standard deviation1.000002454
Coef of variation1.244705192e+16
Kurtosis-1.489753047
Mean8.034050632e-17
MAD0.9104529046
Skewness-0.06416904386
Sum1.637090463e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%) 
-1.201368802 72814 35.7%
 
1.018601901 49916 24.5%
 
0.4636092256 45528 22.3%
 
-0.09138345017 17150 8.4%
 
1.573594577 11323 5.6%
 
-0.6463761259 5569 2.7%
 
2.128587253 1389 0.7%
 
-1.756361477 67 < 0.1%
 
2.683579929 13 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.756361477 67 < 0.1%
 
-1.201368802 72814 35.7%
 
-0.6463761259 5569 2.7%
 
-0.09138345017 17150 8.4%
 
0.4636092256 45528 22.3%
 

Maximum 5 values

ValueCountFrequency (%) 
2.683579929 13 < 0.1%
 
2.128587253 1389 0.7%
 
1.573594577 11323 5.6%
 
1.018601901 49916 24.5%
 
0.4636092256 45528 22.3%
 

local_04
Numeric

Distinct count300
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.364186774e-17
Minimum-0.1219695998
Maximum49.02759838
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1219695998
5-th percentile-0.1219695998
Q1-0.1219695998
Median-0.1219695998
Q3-0.1219695998
95-th percentile0.2532179421
Maximum49.02759838
Range49.14956798
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation4.229794636e+16
Kurtosis814.7836719
Mean2.364186774e-17
MAD0.1957161833
Skewness24.87411267
Sum4.817479748e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.21969600e-01 -8.44508456e-02 -9.41333720e-03 6.56241712e-02 1.40661680e-01 ... 1.47354571e+01 1.48480133e+01 1.49605696e+01 3.44328030e+01 4.90275984e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1219695998 154044 75.6%
 
-0.04693209139 24541 12.0%
 
0.02810541699 7656 3.8%
 
0.1031429254 4069 2.0%
 
0.1781804337 2659 1.3%
 
0.2532179421 1826 0.9%
 
0.5533679756 1211 0.6%
 
0.3282554505 1070 0.5%
 
0.4032929589 789 0.4%
 
0.4783304672 692 0.3%
 
Other values (290) 5212 2.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1219695998 154044 75.6%
 
-0.04693209139 24541 12.0%
 
0.02810541699 7656 3.8%
 
0.1031429254 4069 2.0%
 
0.1781804337 2659 1.3%
 

Maximum 5 values

ValueCountFrequency (%) 
49.02759838 1 < 0.1%
 
48.65241084 1 < 0.1%
 
47.52684822 1 < 0.1%
 
47.45181071 1 < 0.1%
 
46.62639812 1 < 0.1%
 

local_05
Numeric

Distinct count271
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8.94415793e-18
Minimum-0.06372457324
Maximum260.0907073
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.06372457324
5-th percentile-0.06372457324
Q1-0.04387454792
Median-0.04387454792
Q3-0.04387454792
95-th percentile0.07522560401
Maximum260.0907073
Range260.1544319
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation1.11805098e+17
Kurtosis25247.79161
Mean8.94415793e-18
MAD0.0836117505
Skewness122.4572586
Sum1.822542117e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-6.37245732e-02 -5.37995606e-02 -3.39495353e-02 -1.40995099e-02 5.75051539e-03 ... 9.89106313e+00 1.66301467e+01 2.07391020e+01 5.03751898e+01 2.60090707e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.04387454792 163227 80.1%
 
-0.06372457324 19163 9.4%
 
-0.0240245226 5299 2.6%
 
-0.004174497274 2101 1.0%
 
0.13477568 1699 0.8%
 
0.01567552805 1432 0.7%
 
0.03552555337 1178 0.6%
 
0.2340258066 891 0.4%
 
0.05537557869 817 0.4%
 
0.07522560401 746 0.4%
 
Other values (261) 7216 3.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.06372457324 19163 9.4%
 
-0.04387454792 163227 80.1%
 
-0.0240245226 5299 2.6%
 
-0.004174497274 2101 1.0%
 
0.01567552805 1432 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
260.0907073 1 < 0.1%
 
105.9354106 1 < 0.1%
 
97.41974978 1 < 0.1%
 
97.30064963 1 < 0.1%
 
97.22124953 1 < 0.1%
 

local_06
Highly correlated

This variable is highly correlated with local_04 and should be ignored for analysis

Correlation0.957401145

local_07
Numeric

Distinct count108
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-8.508282787e-18
Minimum-0.06158379407
Maximum113.440873
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.06158379407
5-th percentile-0.06158379407
Q1-0.06158379407
Median-0.06158379407
Q3-0.06158379407
95-th percentile-0.06158379407
Maximum113.440873
Range113.5024568
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.175328182e+17
Kurtosis4143.052682
Mean-8.508282787e-18
MAD0.1175480431
Skewness55.04296502
Sum-1.733724275e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-6.15837941e-02 9.05642713e-02 3.94860402e-01 6.99156533e-01 1.00345266e+00 ... 2.10869973e+01 4.58871319e+01 5.92761617e+01 6.32320114e+01 1.13440873e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.06158379407 194472 95.4%
 
0.2427123366 4949 2.4%
 
0.5470084674 1618 0.8%
 
0.8513045981 730 0.4%
 
1.155600729 443 0.2%
 
1.459896859 263 0.1%
 
1.76419299 212 0.1%
 
2.068489121 136 0.1%
 
2.372785252 130 0.1%
 
2.677081382 108 0.1%
 
Other values (98) 708 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.06158379407 194472 95.4%
 
0.2427123366 4949 2.4%
 
0.5470084674 1618 0.8%
 
0.8513045981 730 0.4%
 
1.155600729 443 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
113.440873 2 < 0.1%
 
92.14014381 1 < 0.1%
 
87.57570185 1 < 0.1%
 
82.0983715 1 < 0.1%
 
72.96948758 1 < 0.1%
 

local_08
Highly correlated

This variable is highly correlated with local_01 and should be ignored for analysis

Correlation0.9776868461

local_09
Highly correlated

This variable is highly correlated with local_08 and should be ignored for analysis

Correlation0.9851374279

local_10
Numeric

Distinct count47979
Unique (%)23.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.650120868e-18
Minimum-0.04970696439
Maximum189.1869442
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.04970696439
5-th percentile-0.04970696439
Q1-0.04970696439
Median-0.04970696439
Q3-0.04970696439
95-th percentile0.001783310084
Maximum189.1869442
Range189.2366512
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-3.773422057e+17
Kurtosis8654.321538
Mean-2.650120868e-18
MAD0.0912231347
Skewness71.87592202
Sum-5.400124792e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-4.97069644e-02 -4.97069643e-02 -4.97069640e-02 -4.97069640e-02 -4.97069630e-02 ... 1.42542682e+01 2.90111707e+01 2.90115573e+01 6.93012299e+01 1.89186944e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.04970696439 154968 76.1%
 
-0.04961205013 25 < 0.1%
 
-0.0468008203 19 < 0.1%
 
-0.04944380185 17 < 0.1%
 
-0.04964884151 15 < 0.1%
 
-0.04965199758 14 < 0.1%
 
-0.04941793674 13 < 0.1%
 
-0.0438946762 12 < 0.1%
 
-0.0409885321 12 < 0.1%
 
-0.04941634998 11 < 0.1%
 
Other values (47969) 48663 23.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.04970696439 154968 76.1%
 
-0.04970696425 1 < 0.1%
 
-0.04970696424 1 < 0.1%
 
-0.04970696414 1 < 0.1%
 
-0.04970696413 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
189.1869442 1 < 0.1%
 
94.51730159 1 < 0.1%
 
90.30995862 1 < 0.1%
 
75.31154982 1 < 0.1%
 
71.03469352 1 < 0.1%
 

local_11
Highly correlated

This variable is highly correlated with local_09 and should be ignored for analysis

Correlation0.9900644158

local_12
Numeric

Distinct count24350
Unique (%)11.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.231680731e-18
Minimum-2.516704748
Maximum2.459222176
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.516704748
5-th percentile-2.516704748
Q1-0.02874128586
Median-0.02874128586
Q3-0.02874128586
95-th percentile2.459222176
Maximum2.459222176
Range4.975926925
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.480938693e+17
Kurtosis2.609265432
Mean-2.231680731e-18
MAD0.4685884806
Skewness0.02013573778
Sum-4.547473509e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.51670475 -2.51670474 -2.51669158 -2.51408112 -2.50643833 ... 2.42309796 2.45790229 2.4592011 2.45922218 2.45922218], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.02874128586 155040 76.1%
 
-2.516704748 12100 5.9%
 
2.459222176 11898 5.8%
 
2.125898276 113 0.1%
 
-2.183380848 100 < 0.1%
 
-2.183380848 65 < 0.1%
 
1.898426925 32 < 0.1%
 
-1.955909497 21 < 0.1%
 
-0.6711306895 9 < 0.1%
 
-1.787997121 7 < 0.1%
 
Other values (24340) 24384 12.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.516704748 12100 5.9%
 
-2.516704742 1 < 0.1%
 
-2.516704741 1 < 0.1%
 
-2.516703778 1 < 0.1%
 
-2.516702542 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.459222176 11898 5.8%
 
2.459222176 1 < 0.1%
 
2.459222083 1 < 0.1%
 
2.459221554 1 < 0.1%
 
2.459221317 1 < 0.1%
 

local_13
Highly correlated

This variable is highly correlated with local_12 and should be ignored for analysis

Correlation0.9759524023

local_14
Highly correlated

This variable is highly correlated with local_05 and should be ignored for analysis

Correlation0.9909235729

local_15
Numeric

Distinct count51
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.92908096e-18
Minimum-0.01328161487
Maximum119.4775779
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.01328161487
5-th percentile-0.01328161487
Q1-0.01328161487
Median-0.01328161487
Q3-0.01328161487
95-th percentile-0.01328161487
Maximum119.4775779
Range119.4908595
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation3.414048528e+17
Kurtosis9852.956489
Mean2.92908096e-18
MAD0.02652333973
Skewness96.33874456
Sum5.96855898e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.32816149e-02 7.33059645e-02 2.46481123e-01 7.66006599e-01 1.63188239e+00 2.32458303e+00 1.19477578e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.01328161487 203463 99.8%
 
1.718469972 133 0.1%
 
0.1598935438 84 < 0.1%
 
0.67941902 19 < 0.1%
 
0.3330687026 9 < 0.1%
 
0.8525941787 6 < 0.1%
 
0.5062438613 5 < 0.1%
 
1.372119655 5 < 0.1%
 
39.64382973 2 < 0.1%
 
112.5505716 2 < 0.1%
 
Other values (41) 41 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.01328161487 203463 99.8%
 
0.1598935438 84 < 0.1%
 
0.3330687026 9 < 0.1%
 
0.5062438613 5 < 0.1%
 
0.67941902 19 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
119.4775779 1 < 0.1%
 
116.1872499 1 < 0.1%
 
113.9359728 1 < 0.1%
 
112.5505716 2 < 0.1%
 
109.6065939 1 < 0.1%
 

local_16
Numeric

Distinct count135361
Unique (%)66.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.813240594e-18
Minimum-0.05740120982
Maximum183.2574616
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.05740120982
5-th percentile-0.05738297377
Q1-0.05715562128
Median-0.05603677848
Q3-0.04828318448
95-th percentile0.05038797812
Maximum183.2574616
Range183.3148628
Interquartile range0.008872436802

Descriptive statistics

Standard deviation1.000002454
Coef of variation5.515001468e+17
Kurtosis11284.13687
Mean1.813240594e-18
MAD0.0947767338
Skewness86.93034093
Sum3.694822226e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-5.74012098e-02 -5.74012039e-02 -5.74007115e-02 -5.74005068e-02 -5.74000113e-02 ... 9.06085208e+00 1.81740432e+01 1.81905193e+01 4.78229293e+01 1.83257462e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.05738297377 2101 1.0%
 
-0.05731002957 1963 1.0%
 
-0.05648940729 1651 0.8%
 
-0.05739209179 1097 0.5%
 
-0.04828318448 980 0.5%
 
-0.05721884931 822 0.4%
 
-0.05735561969 747 0.4%
 
-0.05694530855 722 0.4%
 
-0.05557760475 633 0.3%
 
0.03377904362 628 0.3%
 
Other values (135351) 192425 94.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.05740120982 195 0.1%
 
-0.05740119797 1 < 0.1%
 
-0.0574010922 1 < 0.1%
 
-0.05740093628 1 < 0.1%
 
-0.05740071198 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
183.2574616 1 < 0.1%
 
147.8480575 1 < 0.1%
 
134.5054942 1 < 0.1%
 
91.76200757 1 < 0.1%
 
87.32299309 1 < 0.1%
 

local_17
Highly correlated

This variable is highly correlated with local_11 and should be ignored for analysis

Correlation0.984631794

local_18
Highly correlated

This variable is highly correlated with local_17 and should be ignored for analysis

Correlation0.9559941984

local_19
Highly correlated

This variable is highly correlated with local_18 and should be ignored for analysis

Correlation0.9768687625

local_20
Numeric

Distinct count20937
Unique (%)10.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8.759346869e-17
Minimum-1.373657177
Maximum0.8870578725
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.373657177
5-th percentile-1.373657177
Q1-1.373657177
Median0.8870578725
Q30.8870578725
95-th percentile0.8870578725
Maximum0.8870578725
Range2.26071505
Interquartile range2.26071505

Descriptive statistics

Standard deviation1.000002454
Coef of variation1.141640431e+16
Kurtosis-1.59861741
Mean8.759346869e-17
MAD0.9293164851
Skewness-0.4367398414
Sum1.784883352e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.37365718 -1.37365713 -1.37066684 -1.36357969 -1.25784465 ... -0.53838041 -0.53517711 -0.53515671 -0.53515671 0.88705787], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.8870578725 103325 50.7%
 
-1.373657177 59864 29.4%
 
-0.2432996525 19269 9.5%
 
0.32187911 131 0.1%
 
0.7356186795 118 0.1%
 
-1.222217984 45 < 0.1%
 
-1.222217984 18 < 0.1%
 
0.6322715214 12 < 0.1%
 
0.6658942255 11 < 0.1%
 
0.804998007 9 < 0.1%
 
Other values (20927) 20967 10.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.373657177 59864 29.4%
 
-1.373657083 1 < 0.1%
 
-1.373656873 1 < 0.1%
 
-1.373625277 1 < 0.1%
 
-1.373619396 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.8870578725 103325 50.7%
 
0.8870258979 1 < 0.1%
 
0.8870253155 1 < 0.1%
 
0.8870192707 1 < 0.1%
 
0.8870066988 1 < 0.1%
 

local_21
Highly correlated

This variable is highly correlated with local_20 and should be ignored for analysis

Correlation0.9942134353

local_22
Numeric

Distinct count144937
Unique (%)71.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.371160777e-17
Minimum-0.1397318593
Maximum25.47408706
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1397318593
5-th percentile-0.1397318516
Q1-0.1397316923
Median-0.1397281962
Q3-0.1396022429
95-th percentile-0.03625628219
Maximum25.47408706
Range25.61381891
Interquartile range0.0001294494091

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.217354064e+16
Kurtosis300.7029531
Mean-2.371160777e-17
MAD0.261763682
Skewness14.44460718
Sum-4.831690603e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.13973186 -0.13973186 -0.13973186 -0.13973186 -0.13973186 ... 8.34085016 9.26724199 13.89016984 23.57619906 25.47408706], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.154064537 1453 0.7%
 
2.421363401 1243 0.6%
 
-0.05774454043 851 0.4%
 
0.2883818436 847 0.4%
 
-0.1397315854 695 0.3%
 
-0.07115031032 639 0.3%
 
-0.1308807867 584 0.3%
 
1.201925621 577 0.3%
 
-0.1379036023 568 0.3%
 
-0.1397291207 511 0.3%
 
Other values (144927) 195801 96.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1397318593 1 < 0.1%
 
-0.1397318593 1 < 0.1%
 
-0.1397318593 1 < 0.1%
 
-0.1397318592 1 < 0.1%
 
-0.1397318592 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
25.47408706 133 0.1%
 
21.67831106 2 < 0.1%
 
14.81265662 8 < 0.1%
 
12.96768306 14 < 0.1%
 
11.74124053 6 < 0.1%
 

local_23
Numeric

Distinct count142220
Unique (%)69.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.789600914e-18
Minimum-0.1489123063
Maximum16.19503797
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1489123063
5-th percentile-0.1489122843
Q1-0.148911957
Median-0.1489068894
Q3-0.1487725109
95-th percentile0.1825639544
Maximum16.19503797
Range16.34395028
Interquartile range0.0001394461361

Descriptive statistics

Standard deviation1.000002454
Coef of variation3.584750954e+17
Kurtosis178.4185823
Mean2.789600914e-18
MAD0.2764038282
Skewness12.0875654
Sum5.684341886e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.14891231 -0.14891231 -0.14891231 -0.14891231 -0.14891231 ... 5.85359413 7.82352166 8.80344331 14.9840125 16.19503797], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.6766476789 1453 0.7%
 
1.485299824 1245 0.6%
 
-0.09659692678 851 0.4%
 
0.1242632436 847 0.4%
 
-0.1051510294 639 0.3%
 
-0.1489121317 605 0.3%
 
0.7071874112 593 0.3%
 
-0.148910559 592 0.3%
 
-0.1432645158 584 0.3%
 
-0.147745712 568 0.3%
 
Other values (142210) 195792 96.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1489123063 1 < 0.1%
 
-0.1489123063 2 < 0.1%
 
-0.1489123063 1 < 0.1%
 
-0.1489123063 1 < 0.1%
 
-0.1489123063 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
16.19503797 519 0.3%
 
13.77298703 2 < 0.1%
 
9.39207393 8 < 0.1%
 
8.214812698 48 < 0.1%
 
7.432230613 6 < 0.1%
 

local_24
Numeric

Distinct count42185
Unique (%)20.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.231680731e-18
Minimum-0.08014726965
Maximum23.31328374
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.08014726965
5-th percentile-0.08014726965
Q1-0.08014726965
Median-0.08014726965
Q3-0.08014726965
95-th percentile-0.08007663765
Maximum23.31328374
Range23.39343101
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.480938693e+17
Kurtosis381.6114674
Mean-2.231680731e-18
MAD0.1570112081
Skewness18.31821915
Sum-4.547473509e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.08014727 -0.08014727 -0.08014727 -0.08014727 23.31328374], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.08014726965 160318 78.7%
 
3.867203464 30 < 0.1%
 
0.2696858225 26 < 0.1%
 
0.3199439864 25 < 0.1%
 
18.48004871 24 < 0.1%
 
-0.08014726557 23 < 0.1%
 
-0.04653697074 23 < 0.1%
 
0.09973453804 22 < 0.1%
 
18.44643841 21 < 0.1%
 
-0.06416230947 21 < 0.1%
 
Other values (42175) 43236 21.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.08014726965 160318 78.7%
 
-0.08014726965 1 < 0.1%
 
-0.08014726965 1 < 0.1%
 
-0.08014726965 1 < 0.1%
 
-0.08014726965 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
23.31328374 1 < 0.1%
 
23.31328355 1 < 0.1%
 
23.31328312 1 < 0.1%
 
23.31328285 1 < 0.1%
 
23.31328239 1 < 0.1%
 

local_25
Highly correlated

This variable is highly correlated with local_23 and should be ignored for analysis

Correlation0.9430746995

local_26
Numeric

Distinct count21032
Unique (%)10.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.869032612e-17
Minimum-2.700912355
Maximum2.679386336
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.700912355
5-th percentile-2.700204174
Q1-0.01076300951
Median-0.01076300951
Q3-0.01076300951
95-th percentile2.679386336
Maximum2.679386336
Range5.380298691
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-5.350374559e+16
Kurtosis3.568462864
Mean-1.869032612e-17
MAD0.4238123912
Skewness0.0427527403
Sum-3.808509064e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.70091235 -2.70091233 -2.70090709 -2.7000088 -2.68961398 ... -0.81182731 -0.70579101 -0.70535658 -0.70535658 2.67938634], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.01076300951 160498 78.8%
 
2.679386336 11066 5.4%
 
-2.700912355 10167 5.0%
 
2.318974664 250 0.1%
 
-2.340500683 214 0.1%
 
2.318974664 110 0.1%
 
-2.340500683 79 < 0.1%
 
2.073017713 71 < 0.1%
 
-2.094543732 68 < 0.1%
 
1.891459835 22 < 0.1%
 
Other values (21022) 21224 10.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.700912355 10167 5.0%
 
-2.700912299 1 < 0.1%
 
-2.700911306 1 < 0.1%
 
-2.70090925 1 < 0.1%
 
-2.700908658 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.679386336 11066 5.4%
 
2.679386336 1 < 0.1%
 
2.679386235 1 < 0.1%
 
2.679385488 1 < 0.1%
 
2.679385407 1 < 0.1%
 

local_27
Highly correlated

This variable is highly correlated with local_26 and should be ignored for analysis

Correlation0.975681244

local_28
Highly correlated

This variable is highly correlated with local_22 and should be ignored for analysis

Correlation0.9999997405

local_29
Highly correlated

This variable is highly correlated with local_25 and should be ignored for analysis

Correlation0.9430593503

local_30
Highly correlated

This variable is highly correlated with local_24 and should be ignored for analysis

Correlation0.9999999918

local_31
Highly correlated

This variable is highly correlated with local_29 and should be ignored for analysis

Correlation0.9430790306

local_32
Highly correlated

This variable is highly correlated with local_27 and should be ignored for analysis

Correlation0.9752679754

local_33
Highly correlated

This variable is highly correlated with local_32 and should be ignored for analysis

Correlation0.9756929244

local_34
Numeric

Distinct count4871
Unique (%)2.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.336290765e-18
Minimum-0.02466883066
Maximum287.8915152
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.02466883066
5-th percentile-0.02466883066
Q1-0.02466883066
Median-0.02466883066
Q3-0.02466883066
95-th percentile-0.0246560791
Maximum287.8915152
Range287.916184
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.280299647e+17
Kurtosis67439.40642
Mean-2.336290765e-18
MAD0.04879729863
Skewness235.9357045
Sum-4.76063633e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.46688307e-02 -2.46688306e-02 -2.46688305e-02 -2.46688289e-02 -2.46688204e-02 ... 3.02876310e+00 7.55598119e+00 1.00120637e+01 1.38696399e+01 2.87891515e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.02466883066 179836 88.3%
 
-0.02465735297 1453 0.7%
 
-0.02461875442 1243 0.6%
 
-0.02466881021 863 0.4%
 
-0.02466174254 639 0.3%
 
-0.02463026031 584 0.3%
 
-0.02465965572 488 0.2%
 
8.621031238 444 0.2%
 
-0.02450365929 321 0.2%
 
-0.02466685123 307 0.2%
 
Other values (4861) 17591 8.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.02466883066 179836 88.3%
 
-0.02466883062 13 < 0.1%
 
-0.02466883058 12 < 0.1%
 
-0.02466883054 4 < 0.1%
 
-0.02466883051 5 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
287.8915152 2 < 0.1%
 
27.61016123 1 < 0.1%
 
14.23665552 2 < 0.1%
 
13.50262436 8 < 0.1%
 
11.40309623 15 < 0.1%
 

local_35
Highly correlated

This variable is highly correlated with local_34 and should be ignored for analysis

Correlation0.9373631272

local_36
Numeric

Distinct count3907
Unique (%)1.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.115840366e-18
Minimum-0.0230451564
Maximum289.2043881
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.0230451564
5-th percentile-0.0230451564
Q1-0.0230451564
Median-0.0230451564
Q3-0.0230451564
95-th percentile-0.0230451564
Maximum289.2043881
Range289.2274332
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-8.961877386e+17
Kurtosis36495.40365
Mean-1.115840366e-18
MAD0.04561948363
Skewness148.3007041
Sum-2.273736754e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.30451564e-02 -2.30451564e-02 -2.30451563e-02 -2.30451563e-02 -2.30451561e-02 ... 3.36598064e+01 3.36631144e+01 4.10939923e+01 4.25985455e+01 2.89204388e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.0230451564 197319 96.8%
 
-0.02301992202 183 0.1%
 
-0.0230450356 174 0.1%
 
0.1782889614 161 0.1%
 
0.1932047773 161 0.1%
 
-0.02294631236 159 0.1%
 
0.1744787636 159 0.1%
 
0.3776527955 142 0.1%
 
-0.0230450265 142 0.1%
 
-0.02294191443 134 0.1%
 
Other values (3897) 5035 2.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.0230451564 197319 96.8%
 
-0.02304515636 1 < 0.1%
 
-0.02304515636 1 < 0.1%
 
-0.02304515635 1 < 0.1%
 
-0.02304515633 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
289.2043881 1 < 0.1%
 
129.0890838 1 < 0.1%
 
59.05953021 3 < 0.1%
 
48.21767562 1 < 0.1%
 
43.12476722 1 < 0.1%
 

local_37
Highly correlated

This variable is highly correlated with local_35 and should be ignored for analysis

Correlation0.9742201581

local_38
Numeric

Distinct count1859
Unique (%)0.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.844213914e-17
Minimum-6.996605816
Maximum6.999461444
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-6.996605816
5-th percentile0.00142781371
Q10.00142781371
Median0.00142781371
Q30.00142781371
95-th percentile0.00142781371
Maximum6.999461444
Range13.99606726
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation1.711098307e+16
Kurtosis42.79277701
Mean5.844213914e-17
MAD0.1583319304
Skewness0.08873610403
Sum1.190869625e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-6.99660582 -6.99660501 -6.06056216 -6.05916656 -6.05904709 ... -2.85571414 -2.85442426 -2.84104186 -2.84104186 6.99946144], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.00142781371 197492 96.9%
 
6.999461444 1826 0.9%
 
-6.996605816 1709 0.8%
 
6.061902714 118 0.1%
 
-6.059047086 98 < 0.1%
 
-5.419225727 65 < 0.1%
 
-6.059047086 54 < 0.1%
 
-4.946929221 39 < 0.1%
 
5.422081355 35 < 0.1%
 
-1.198725053 31 < 0.1%
 
Other values (1849) 2302 1.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-6.996605816 1709 0.8%
 
-6.996604194 1 < 0.1%
 
-6.980845612 1 < 0.1%
 
-6.945477945 1 < 0.1%
 
-6.920778649 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6.999461444 1826 0.9%
 
6.998388321 1 < 0.1%
 
6.993379715 1 < 0.1%
 
6.992588677 1 < 0.1%
 
6.980586402 1 < 0.1%
 

local_39
Highly correlated

This variable is highly correlated with local_38 and should be ignored for analysis

Correlation0.9941045685

local_40
Numeric

Distinct count2787
Unique (%)1.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.785344585e-17
Minimum-0.2272154464
Maximum9.437937666
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2272154464
5-th percentile-0.2272154464
Q1-0.2272154464
Median-0.2272154464
Q3-0.2265815536
95-th percentile1.201815506
Maximum9.437937666
Range9.665153112
Interquartile range0.0006338928242

Descriptive statistics

Standard deviation1.000002454
Coef of variation-5.601173366e+16
Kurtosis46.56666943
Mean-1.785344585e-17
MAD0.3974779158
Skewness6.434557028
Sum-3.637978807e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.22721545 -0.22721072 -0.22720125 -0.22719179 -0.22717287 ... 5.1308488 6.64402666 7.71475206 8.64073229 9.43793767], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2272154464 125866 61.8%
 
-0.2272059854 3981 2.0%
 
-0.2271965243 1785 0.9%
 
-0.2271776021 1479 0.7%
 
4.559621485 1453 0.7%
 
-0.2271870632 1320 0.6%
 
7.585977205 1243 0.6%
 
-0.227168141 928 0.5%
 
-0.2271586799 872 0.4%
 
3.055639801 851 0.4%
 
Other values (2777) 63991 31.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2272154464 125866 61.8%
 
-0.2272059854 3981 2.0%
 
-0.2271965243 1785 0.9%
 
-0.2271870632 1320 0.6%
 
-0.2271776021 1479 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
9.437937666 577 0.3%
 
7.843526913 154 0.1%
 
7.585977205 1243 0.6%
 
5.702076115 9 < 0.1%
 
4.559621485 1453 0.7%
 

local_41
Highly correlated

This variable is highly correlated with local_40 and should be ignored for analysis

Correlation0.9436344113

local_42
Numeric

Distinct count14124
Unique (%)6.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-2.203784722e-17
Minimum-0.07525553155
Maximum54.41744275
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.07525553155
5-th percentile-0.07525553155
Q1-0.07525553155
Median-0.07525553155
Q3-0.07525553155
95-th percentile-0.06950861533
Maximum54.41744275
Range54.49269828
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-4.537659436e+16
Kurtosis1528.818528
Mean-2.203784722e-17
MAD0.1463285162
Skewness33.57960067
Sum-4.49063009e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.07525553 -0.0752542 -0.07525251 -0.07525097 -0.07525095 ... 25.33152777 25.33228727 26.32959928 51.64091577 54.41744275], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.07525553155 178097 87.4%
 
-0.07522574704 765 0.4%
 
-0.0752312126 386 0.2%
 
-0.07519596252 331 0.2%
 
-0.07516617801 242 0.1%
 
-0.0751363935 203 0.1%
 
-0.07510660899 162 0.1%
 
-0.07507682448 145 0.1%
 
-0.07520689364 142 0.1%
 
-0.07504703997 128 0.1%
 
Other values (14114) 23168 11.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.07525553155 178097 87.4%
 
-0.07525287021 1 < 0.1%
 
-0.0752525531 1 < 0.1%
 
-0.07525246361 1 < 0.1%
 
-0.07525239198 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
54.41744275 9 < 0.1%
 
53.77916069 14 < 0.1%
 
49.50267086 2 < 0.1%
 
47.89180538 5 < 0.1%
 
44.4178463 2 < 0.1%
 

local_43
Highly correlated

This variable is highly correlated with local_41 and should be ignored for analysis

Correlation0.9873783819

local_44
Numeric

Distinct count11580
Unique (%)5.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.297164425e-17
Minimum-3.75070998
Maximum3.825646038
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-3.75070998
5-th percentile-1.301855151
Q10.03746802877
Median0.03746802877
Q30.03746802877
95-th percentile0.3297323073
Maximum3.825646038
Range7.576356018
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-7.709141837e+16
Kurtosis9.542190127
Mean-1.297164425e-17
MAD0.3404044909
Skewness-0.2639719441
Sum-2.643218977e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.75070998 -3.75069469 -3.75036279 -3.72418526 -3.55631318 ... -3.24314955 -3.22341343 -3.09944138 -3.09944138 3.82564604], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.03746802877 178757 87.7%
 
-3.75070998 5213 2.6%
 
3.825646038 4632 2.3%
 
-3.243190361 759 0.4%
 
3.318126419 423 0.2%
 
-2.89684204 336 0.2%
 
-3.243190361 208 0.1%
 
3.318126419 126 0.1%
 
2.971778097 110 0.1%
 
-2.64117833 108 0.1%
 
Other values (11570) 13097 6.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.75070998 5213 2.6%
 
-3.750679392 1 < 0.1%
 
-3.750616087 1 < 0.1%
 
-3.750560554 1 < 0.1%
 
-3.750550917 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3.825646038 4632 2.3%
 
3.825630717 1 < 0.1%
 
3.825569123 1 < 0.1%
 
3.825350275 1 < 0.1%
 
3.824780268 1 < 0.1%
 

local_45
Highly correlated

This variable is highly correlated with local_44 and should be ignored for analysis

Correlation0.9831373263

local_46
Highly correlated

This variable is highly correlated with local_43 and should be ignored for analysis

Correlation0.9768744267

local_47
Highly correlated

This variable is highly correlated with local_46 and should be ignored for analysis

Correlation0.9774382988

local_48
Numeric

Distinct count13732
Unique (%)6.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.506384493e-17
Minimum-0.09789467788
Maximum46.02341057
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.09789467788
5-th percentile-0.09789467788
Q1-0.09789467788
Median-0.09789467788
Q3-0.09789467788
95-th percentile-0.08995001457
Maximum46.02341057
Range46.12130525
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-6.638427693e+16
Kurtosis369.2895232
Mean-1.506384493e-17
MAD0.1902899216
Skewness15.90427605
Sum-3.069544618e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.09789468 -0.09789267 -0.0978906 -0.09788717 -0.09788713 ... 26.65249025 31.91596309 31.95040501 31.9516561 46.02341057], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.09789467788 178499 87.6%
 
-0.09784561533 794 0.4%
 
-0.09779655277 353 0.2%
 
-0.09785461847 313 0.2%
 
-0.09774749021 234 0.1%
 
-0.09769842766 204 0.1%
 
-0.0976493651 166 0.1%
 
-0.09760030255 160 0.1%
 
-0.09755123999 149 0.1%
 
-0.09781455906 147 0.1%
 
Other values (13722) 22750 11.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.09789467788 178499 87.6%
 
-0.09789066525 1 < 0.1%
 
-0.09789053135 1 < 0.1%
 
-0.09789029399 1 < 0.1%
 
-0.09789020841 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
46.02341057 1 < 0.1%
 
38.95683244 4 < 0.1%
 
37.61465446 1 < 0.1%
 
37.55388579 1 < 0.1%
 
31.95168063 5 < 0.1%
 

local_49
Highly correlated

This variable is highly correlated with local_47 and should be ignored for analysis

Correlation0.9938871945

local_50
Highly correlated

This variable is highly correlated with local_45 and should be ignored for analysis

Correlation0.9495428472

local_51
Highly correlated

This variable is highly correlated with local_50 and should be ignored for analysis

Correlation0.9834861256

local_52
Numeric

Distinct count47720
Unique (%)23.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.060048347e-17
Minimum-0.4140357237
Maximum7.999066437
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.4140357237
5-th percentile-0.4140314683
Q1-0.4140160937
Median-0.4138933372
Q3-0.2654919575
95-th percentile2.446923445
Maximum7.999066437
Range8.413102161
Interquartile range0.1485241362

Descriptive statistics

Standard deviation1.000002454
Coef of variation9.433555143e+16
Kurtosis9.047745406
Mean1.060048347e-17
MAD0.6267829794
Skewness3.004655242
Sum2.160049917e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.41403572 -0.41403161 -0.41403142 -0.41402994 -0.41402987 ... 5.58071571 6.10832266 6.54982991 6.6270927 7.99906644], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.4140314683 38538 18.9%
 
0.751731168 1453 0.7%
 
2.446923445 1243 0.6%
 
-0.192723163 851 0.4%
 
3.154094764 847 0.4%
 
-0.2720066626 639 0.3%
 
1.327662299 584 0.3%
 
3.666151297 577 0.3%
 
-0.355408011 568 0.3%
 
-0.4140264578 554 0.3%
 
Other values (47710) 157915 77.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.4140357237 49 < 0.1%
 
-0.4140328067 57 < 0.1%
 
-0.4140320517 38 < 0.1%
 
-0.4140317428 8 < 0.1%
 
-0.4140314683 38538 18.9%
 

Maximum 5 values

ValueCountFrequency (%) 
7.999066437 1 < 0.1%
 
7.304687664 1 < 0.1%
 
7.213698307 1 < 0.1%
 
7.158257594 1 < 0.1%
 
6.774752755 1 < 0.1%
 

local_53
Numeric

Distinct count57229
Unique (%)28.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.534280503e-18
Minimum-0.4883655877
Maximum6.508779297
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.4883655877
5-th percentile-0.4883620484
Q1-0.4883427252
Median-0.4879068832
Q3-0.1232864617
95-th percentile2.47923489
Maximum6.508779297
Range6.997144884
Interquartile range0.3650562635

Descriptive statistics

Standard deviation1.000002454
Coef of variation6.517729008e+17
Kurtosis5.020741301
Mean1.534280503e-18
MAD0.6944834814
Skewness2.379841756
Sum3.126388037e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.48836559 -0.48836216 -0.48836201 -0.48836078 -0.48836072 ... 4.49064861 4.94970716 5.30345482 5.36771399 6.5087793 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.4883620484 33702 16.5%
 
0.4811982767 1453 0.7%
 
1.891083209 1245 0.6%
 
-0.3043007775 851 0.4%
 
2.47923489 847 0.4%
 
-0.3702405608 639 0.3%
 
2.905110349 593 0.3%
 
0.9601979956 584 0.3%
 
-0.4396051432 568 0.3%
 
-0.1199058463 510 0.3%
 
Other values (57219) 162777 79.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.4883655877 27 < 0.1%
 
-0.4883631616 48 < 0.1%
 
-0.4883625336 19 < 0.1%
 
-0.4883622768 5 < 0.1%
 
-0.4883620484 33702 16.5%
 

Maximum 5 values

ValueCountFrequency (%) 
6.508779297 1 < 0.1%
 
6.332688882 1 < 0.1%
 
6.208380151 1 < 0.1%
 
5.855591627 1 < 0.1%
 
5.809481798 1 < 0.1%
 

local_54
Numeric

Distinct count33484
Unique (%)16.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4.156505362e-17
Minimum-0.2325526206
Maximum15.54352057
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2325526206
5-th percentile-0.2325526206
Q1-0.2325526206
Median-0.2325526206
Q3-0.2325526206
95-th percentile1.400297756
Maximum15.54352057
Range15.77607319
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation2.405873124e+16
Kurtosis40.80796283
Mean4.156505362e-17
MAD0.4182323702
Skewness5.93706176
Sum8.46966941e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.23255262 -0.23255258 -0.23254986 -0.23254774 -0.2325477 ... 7.99238027 8.48264834 8.50063877 9.45986907 15.54352057], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2325526206 165292 81.1%
 
-0.2324716867 63 < 0.1%
 
-0.2324316819 62 < 0.1%
 
-0.2324974324 53 < 0.1%
 
-0.2324626427 48 < 0.1%
 
-0.2324226379 47 < 0.1%
 
-0.2324905669 46 < 0.1%
 
-0.2317747707 45 < 0.1%
 
-0.2325435766 43 < 0.1%
 
-0.2325178969 42 < 0.1%
 
Other values (33474) 38028 18.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2325526206 165292 81.1%
 
-0.2325525382 1 < 0.1%
 
-0.2325524589 1 < 0.1%
 
-0.2325524225 1 < 0.1%
 
-0.2325522349 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
15.54352057 1 < 0.1%
 
11.02385935 1 < 0.1%
 
9.791456966 1 < 0.1%
 
9.525975946 1 < 0.1%
 
9.459896007 1 < 0.1%
 

local_55
Highly correlated

This variable is highly correlated with local_53 and should be ignored for analysis

Correlation0.940647586

local_56
Numeric

Distinct count17570
Unique (%)8.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.380852452e-17
Minimum-2.841928721
Maximum2.939462356
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.841928721
5-th percentile-2.601705384
Q10.04876681785
Median0.04876681785
Q30.04876681785
95-th percentile2.371923264
Maximum2.939462356
Range5.781391077
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-7.24192112e+16
Kurtosis4.498589605
Mean-1.380852452e-17
MAD0.4282039602
Skewness-0.1526876764
Sum-2.813749234e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.84192872 -2.84192852 -2.84146634 -2.83456416 -2.75335736 ... -2.19058943 -2.19035632 -2.19035632 -2.19035632 2.93946236], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.04876681785 165821 81.4%
 
-2.841928721 9445 4.6%
 
2.939462356 8296 4.1%
 
-2.454648953 647 0.3%
 
2.552182589 403 0.2%
 
-2.454648953 329 0.2%
 
-2.190356318 270 0.1%
 
2.552182589 198 0.1%
 
2.287889954 105 0.1%
 
-1.9952636 95 < 0.1%
 
Other values (17560) 18160 8.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.841928721 9445 4.6%
 
-2.84192831 1 < 0.1%
 
-2.841917773 1 < 0.1%
 
-2.841884049 1 < 0.1%
 
-2.841834383 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.939462356 8296 4.1%
 
2.939461969 1 < 0.1%
 
2.939458045 1 < 0.1%
 
2.939451693 1 < 0.1%
 
2.939435538 1 < 0.1%
 

local_57
Highly correlated

This variable is highly correlated with local_56 and should be ignored for analysis

Correlation0.9847794005

local_58
Numeric

Distinct count152310
Unique (%)74.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-6.904262262e-18
Minimum-0.03915113912
Maximum102.2718493
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.03915113912
5-th percentile-0.03915113398
Q1-0.03915102695
Median-0.03914993398
Q3-0.03913315501
95-th percentile-0.03818198198
Maximum102.2718493
Range102.3110004
Interquartile range1.787194205e-05

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.448384224e+17
Kurtosis3105.799687
Mean-6.904262262e-18
MAD0.07656195198
Skewness50.3810468
Sum-1.406874617e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.91511391e-02 -3.91511391e-02 -3.91511391e-02 -3.91511390e-02 -3.91511390e-02 ... 5.22433424e+00 2.04584281e+01 2.31664262e+01 6.97134020e+01 1.02271849e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.03915102973 837 0.4%
 
-0.03915112818 624 0.3%
 
-0.03915004524 572 0.3%
 
-0.03915108333 424 0.2%
 
-0.03915111724 382 0.2%
 
-0.03914020034 359 0.2%
 
-0.03914895136 349 0.2%
 
-0.03915108443 322 0.2%
 
-0.03915059218 321 0.2%
 
-0.03915113803 286 0.1%
 
Other values (152300) 199293 97.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.03915113912 192 0.1%
 
-0.03915113912 1 < 0.1%
 
-0.03915113906 4 < 0.1%
 
-0.03915113906 2 < 0.1%
 
-0.03915113906 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
102.2718493 2 < 0.1%
 
87.11012581 1 < 0.1%
 
52.31667826 38 < 0.1%
 
47.41781631 8 < 0.1%
 
40.0185464 3 < 0.1%
 

local_59
Numeric

Distinct count125288
Unique (%)61.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4.463361462e-18
Minimum-0.1728954928
Maximum14.87840047
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.1728954928
5-th percentile-0.1728954683
Q1-0.1728945724
Median-0.1728769045
Q3-0.172520555
95-th percentile0.587370383
Maximum14.87840047
Range15.05129596
Interquartile range0.0003740174024

Descriptive statistics

Standard deviation1.000002454
Coef of variation2.240469346e+17
Kurtosis141.9748461
Mean4.463361462e-18
MAD0.3153794311
Skewness10.61846154
Sum9.094947018e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.17289549 -0.17289549 -0.17289549 -0.17289549 -0.17289549 ... 5.35486856 7.16899316 8.07141214 13.76315584 14.87840047], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.587370383 1471 0.7%
 
1.332065671 1277 0.6%
 
-0.1247177727 861 0.4%
 
0.07867441428 856 0.4%
 
0.6154947068 670 0.3%
 
-0.1325953254 639 0.3%
 
-0.1676943898 585 0.3%
 
14.87840047 581 0.3%
 
2.825318789 571 0.3%
 
2.936800213 568 0.3%
 
Other values (125278) 195690 96.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.1728954928 1 < 0.1%
 
-0.1728954928 1 < 0.1%
 
-0.1728954928 1 < 0.1%
 
-0.1728954928 1 < 0.1%
 
-0.1728954928 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
14.87840047 581 0.3%
 
12.64791121 3 < 0.1%
 
8.613487551 9 < 0.1%
 
7.529336724 38 < 0.1%
 
6.808649596 13 < 0.1%
 

local_60
Highly correlated

This variable is highly correlated with local_59 and should be ignored for analysis

Correlation0.9651602435

local_61
Highly correlated

This variable is highly correlated with local_60 and should be ignored for analysis

Correlation0.9454548307

local_62
Numeric

Distinct count21089
Unique (%)10.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4.017025316e-17
Minimum-1.316342284
Maximum0.9234729776
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.316342284
5-th percentile-1.316342284
Q1-1.316342284
Median0.557214908
Q30.9234729776
95-th percentile0.9234729776
Maximum0.9234729776
Range2.239815261
Interquartile range2.239815261

Descriptive statistics

Standard deviation1.000002454
Coef of variation2.489410385e+16
Kurtosis-1.670170009
Mean4.017025316e-17
MAD0.9316864696
Skewness-0.3531587282
Sum8.185452316e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.31634228 -1.31634224 -1.3154586 -1.30982996 -1.21833548 ... 0.90775576 0.90778325 0.92081847 0.92346897 0.92347298], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.9234729776 99411 48.8%
 
-1.316342284 63777 31.3%
 
-0.1964346531 19349 9.5%
 
0.7734338049 32 < 0.1%
 
-1.166303111 30 < 0.1%
 
-1.166303111 20 < 0.1%
 
0.7734338049 14 < 0.1%
 
-0.9295862943 11 < 0.1%
 
0.7734330023 4 < 0.1%
 
0.7403988236 4 < 0.1%
 
Other values (21079) 21117 10.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.316342284 63777 31.3%
 
-1.31634219 1 < 0.1%
 
-1.316309966 1 < 0.1%
 
-1.316304851 1 < 0.1%
 
-1.31628318 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
0.9234729776 99411 48.8%
 
0.9234649608 1 < 0.1%
 
0.9234617338 1 < 0.1%
 
0.9234412986 1 < 0.1%
 
0.9234140063 1 < 0.1%
 

local_63
Highly correlated

This variable is highly correlated with local_62 and should be ignored for analysis

Correlation0.9954416645

local_64
Highly correlated

This variable is highly correlated with local_58 and should be ignored for analysis

Correlation0.9999965187

local_65
Highly correlated

This variable is highly correlated with local_61 and should be ignored for analysis

Correlation0.949887441

local_66
Highly correlated

This variable is highly correlated with local_65 and should be ignored for analysis

Correlation0.9651921288

local_67
Highly correlated

This variable is highly correlated with local_66 and should be ignored for analysis

Correlation0.9454720571

local_68
Highly correlated

This variable is highly correlated with local_63 and should be ignored for analysis

Correlation0.9896537223

local_69
Highly correlated

This variable is highly correlated with local_68 and should be ignored for analysis

Correlation0.9954581124

local_70
Numeric

Distinct count2150
Unique (%)1.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.92908096e-18
Minimum-0.01703167588
Maximum152.1888064
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.01703167588
5-th percentile-0.01703167588
Q1-0.01703167588
Median-0.01703167588
Q3-0.01703167588
95-th percentile-0.01703167588
Maximum152.1888064
Range152.2058381
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation3.414048528e+17
Kurtosis10385.92029
Mean2.92908096e-18
MAD0.03394561692
Skewness91.43060759
Sum5.96855898e-13
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.70316759e-02 -1.70316757e-02 -1.70316715e-02 -1.70314905e-02 -1.70314569e-02 ... 5.55384337e+00 1.39376376e+01 5.62604522e+01 6.86491114e+01 1.52188806e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.01703167588 198868 97.6%
 
-0.01677423413 170 0.1%
 
-0.01703145769 113 0.1%
 
-0.01662498297 106 0.1%
 
-0.01697574931 79 < 0.1%
 
-0.01690917875 66 < 0.1%
 
2.79718842 63 < 0.1%
 
0.05673742937 63 < 0.1%
 
-0.01702767964 60 < 0.1%
 
-0.01703140773 45 < 0.1%
 
Other values (2140) 4136 2.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.01703167588 198868 97.6%
 
-0.01703167548 2 < 0.1%
 
-0.01703167508 3 < 0.1%
 
-0.01703166789 1 < 0.1%
 
-0.01703161674 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
152.1888064 3 < 0.1%
 
69.52155598 3 < 0.1%
 
67.7766668 8 < 0.1%
 
63.85818886 4 < 0.1%
 
63.75708565 2 < 0.1%
 

local_71
Numeric

Distinct count17646
Unique (%)8.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-5.858161919e-18
Minimum-0.03002623528
Maximum137.8518615
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.03002623528
5-th percentile-0.03002623528
Q1-0.03002623528
Median-0.03002623528
Q3-0.03002622549
95-th percentile-0.02974520882
Maximum137.8518615
Range137.8818878
Interquartile range9.790702502e-09

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.707024264e+17
Kurtosis14553.4978
Mean-5.858161919e-18
MAD0.05870446064
Skewness110.7898909
Sum-1.193711796e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-3.00262353e-02 -3.00262353e-02 -3.00262352e-02 -3.00262337e-02 -3.00262255e-02 ... 5.43123831e+00 5.72961416e+00 6.62390164e+00 3.54638400e+01 1.37851862e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.03002623528 152552 74.9%
 
-0.03002073866 1423 0.7%
 
-0.03000225397 1253 0.6%
 
-0.03002622549 1028 0.5%
 
-0.03002284081 603 0.3%
 
-0.01137702676 571 0.3%
 
-0.0300077641 563 0.3%
 
-0.03002389786 551 0.3%
 
-0.01172995836 545 0.3%
 
-0.03002622325 531 0.3%
 
Other values (17636) 44149 21.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.03002623528 152552 74.9%
 
-0.03002623526 13 < 0.1%
 
-0.03002623524 9 < 0.1%
 
-0.03002623522 4 < 0.1%
 
-0.03002623521 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
137.8518615 8 < 0.1%
 
53.55118265 9 < 0.1%
 
17.37649735 30 < 0.1%
 
6.799663908 1 < 0.1%
 
6.448139372 9 < 0.1%
 

local_72
Highly correlated

This variable is highly correlated with local_71 and should be ignored for analysis

Correlation0.9742211691

local_73
Highly correlated

This variable is highly correlated with local_72 and should be ignored for analysis

Correlation0.9932064969

local_74
Numeric

Distinct count7072
Unique (%)3.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-5.89303193e-17
Minimum-2.428425523
Maximum2.146899078
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.428425523
5-th percentile-2.428425523
Q1-0.1407632225
Median-0.1407632225
Q3-0.1407632225
95-th percentile2.146899078
Maximum2.146899078
Range4.575324602
Interquartile range0

Descriptive statistics

Standard deviation1.000002454
Coef of variation-1.696923529e+16
Kurtosis1.922471611
Mean-5.89303193e-17
MAD0.5631213893
Skewness0.2902327801
Sum-1.200817223e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-2.42842552 -2.42484342 -2.15421318 -2.12201051 -2.12194373 ... -1.08417919 -1.08051641 -1.08051641 -1.08051641 2.14689908], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1407632225 155507 76.3%
 
2.146899078 24844 12.2%
 
-2.428425523 12904 6.3%
 
1.840410445 552 0.3%
 
-2.12193689 241 0.1%
 
1.631252376 186 0.1%
 
-1.912778821 122 0.1%
 
-2.12193689 103 0.1%
 
-1.758384748 86 < 0.1%
 
1.003067928 68 < 0.1%
 
Other values (7062) 9156 4.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.428425523 12904 6.3%
 
-2.421261326 1 < 0.1%
 
-2.385629527 1 < 0.1%
 
-2.379057584 1 < 0.1%
 
-2.37234589 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2.146899078 24844 12.2%
 
2.146823221 1 < 0.1%
 
2.139977402 1 < 0.1%
 
2.138000295 1 < 0.1%
 
2.130198556 1 < 0.1%
 

local_75
Highly correlated

This variable is highly correlated with local_74 and should be ignored for analysis

Correlation0.9967935708

local_76
Numeric

Distinct count2272
Unique (%)1.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.678016877e-17
Minimum-0.09540268927
Maximum76.20379959
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.09540268927
5-th percentile-0.09540268927
Q1-0.09540268927
Median-0.09540268927
Q3-0.09525331277
95-th percentile-0.06366018244
Maximum76.20379959
Range76.29920228
Interquartile range0.0001493765028

Descriptive statistics

Standard deviation1.000002454
Coef of variation3.734115577e+16
Kurtosis549.0096684
Mean2.678016877e-17
MAD0.1807998519
Skewness18.98978446
Sum5.456968211e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.09540269 -0.09536535 -0.09529066 -0.09521597 -0.09514128 ... 20.90756845 21.24583154 26.46728719 56.94845884 76.20379959], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.09540268927 147463 72.4%
 
-0.09532800102 4052 2.0%
 
-0.09525331277 2159 1.1%
 
-0.09517862452 1661 0.8%
 
-0.09510393627 1330 0.7%
 
-0.09502924802 1211 0.6%
 
-0.09495455976 1067 0.5%
 
-0.09487987151 1013 0.5%
 
-0.09480518326 878 0.4%
 
-0.09473049501 866 0.4%
 
Other values (2262) 42069 20.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.09540268927 147463 72.4%
 
-0.09532800102 4052 2.0%
 
-0.09525331277 2159 1.1%
 
-0.09517862452 1661 0.8%
 
-0.09510393627 1330 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
76.20379959 1 < 0.1%
 
37.6931181 18 < 0.1%
 
36.31101201 1 < 0.1%
 
27.11427417 3 < 0.1%
 
25.82030022 10 < 0.1%
 

local_77
Highly correlated

This variable is highly correlated with local_41 and should be ignored for analysis

Correlation0.9009100322

local_78
Highly correlated

This variable is highly correlated with local_77 and should be ignored for analysis

Correlation0.9867281294

local_79
Highly correlated

This variable is highly correlated with local_78 and should be ignored for analysis

Correlation0.9734293091

local_80
Numeric

Distinct count15947
Unique (%)7.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.371088849e-16
Minimum-1.471764495
Maximum1.133526683
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.471764495
5-th percentile-1.471764495
Q1-0.5632817646
Median-0.1691189058
Q31.133526683
95-th percentile1.133526683
Maximum1.133526683
Range2.605291178
Interquartile range1.696808448

Descriptive statistics

Standard deviation1.000002454
Coef of variation-7.29349126e+15
Kurtosis-1.29904029
Mean-1.371088849e-16
MAD0.8422955905
Skewness-0.2294053963
Sum-2.793854037e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.47176449 -1.47174911 -1.46851047 -1.33699678 -1.2990721 ... -0.70422636 -0.68078794 -0.68078794 -0.68078794 1.13352668], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.133526683 72544 35.6%
 
-0.1691189058 66225 32.5%
 
-1.471764495 46560 22.8%
 
-1.297243078 656 0.3%
 
0.9590052662 305 0.1%
 
-1.17814384 115 0.1%
 
0.9590052662 98 < 0.1%
 
0.8399060285 90 < 0.1%
 
-1.021900622 42 < 0.1%
 
-0.5054605506 35 < 0.1%
 
Other values (15937) 17099 8.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.471764495 46560 22.8%
 
-1.471733726 1 < 0.1%
 
-1.471718896 1 < 0.1%
 
-1.471665072 1 < 0.1%
 
-1.471565176 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.133526683 72544 35.6%
 
1.133509062 1 < 0.1%
 
1.133499275 1 < 0.1%
 
1.133327365 1 < 0.1%
 
1.133300823 1 < 0.1%
 

local_81
Highly correlated

This variable is highly correlated with local_80 and should be ignored for analysis

Correlation0.9965185963

local_82
Numeric

Distinct count1551
Unique (%)0.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.687708553e-17
Minimum-0.0591352457
Maximum142.5269051
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.0591352457
5-th percentile-0.05901305479
Q1-0.05901305479
Median-0.05901305479
Q3-0.05889086387
95-th percentile-0.03640773625
Maximum142.5269051
Range142.5860403
Interquartile range0.000122190911

Descriptive statistics

Standard deviation1.000002454
Coef of variation-5.925208189e+16
Kurtosis4465.491914
Mean-1.687708553e-17
MAD0.1113795412
Skewness53.32552238
Sum-3.439026841e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-5.91352457e-02 -5.90741502e-02 -5.89519593e-02 -5.88297684e-02 -5.87075775e-02 ... 2.06883316e+01 2.50564123e+01 3.07021211e+01 8.82996174e+01 1.42526905e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.05901305479 146504 71.9%
 
-0.05889086387 4545 2.2%
 
-0.0591352457 4214 2.1%
 
-0.05876867296 2765 1.4%
 
-0.05864648205 2095 1.0%
 
-0.05852429114 1768 0.9%
 
-0.05840210023 1439 0.7%
 
-0.05827990932 1372 0.7%
 
-0.05815771841 1141 0.6%
 
-0.05791333659 1000 0.5%
 
Other values (1541) 36926 18.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.0591352457 4214 2.1%
 
-0.05901305479 146504 71.9%
 
-0.05889086387 4545 2.2%
 
-0.05876867296 2765 1.4%
 
-0.05864648205 2095 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
142.5269051 1 < 0.1%
 
115.4503767 1 < 0.1%
 
61.14885808 18 < 0.1%
 
40.88422864 10 < 0.1%
 
39.20007131 1 < 0.1%
 

local_83
Highly correlated

This variable is highly correlated with local_79 and should be ignored for analysis

Correlation0.924526564

local_84
Highly correlated

This variable is highly correlated with local_83 and should be ignored for analysis

Correlation0.9892553692

local_85
Highly correlated

This variable is highly correlated with local_84 and should be ignored for analysis

Correlation0.9846961243

local_86
Highly correlated

This variable is highly correlated with local_81 and should be ignored for analysis

Correlation0.9456453757

local_87
Highly correlated

This variable is highly correlated with local_86 and should be ignored for analysis

Correlation0.9964816487

local_88
Numeric

Distinct count44952
Unique (%)22.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.120096695e-17
Minimum-0.2939108636
Maximum12.49300412
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.2939108636
5-th percentile-0.2938967893
Q1-0.2938809155
Median-0.2937744905
Q3-0.2759006835
95-th percentile1.659179269
Maximum12.49300412
Range12.78691498
Interquartile range0.01798023204

Descriptive statistics

Standard deviation1.000002454
Coef of variation4.716777571e+16
Kurtosis29.24979758
Mean2.120096695e-17
MAD0.4772248661
Skewness5.024870976
Sum4.320099833e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.29391086 -0.29390203 -0.29389705 -0.29389669 -0.29389653 ... 9.14139673 9.3243444 10.15654399 10.20492076 12.49300412], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.2938967893 42707 21.0%
 
-0.2938420987 626 0.3%
 
-0.1841152355 562 0.3%
 
-0.2937922923 557 0.3%
 
0.120537479 539 0.3%
 
-0.2937554035 515 0.3%
 
-0.2937915211 469 0.2%
 
1.889175303 461 0.2%
 
-0.2937895931 454 0.2%
 
-0.2938695404 454 0.2%
 
Other values (44942) 156425 76.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.2939108636 11 < 0.1%
 
-0.2939047583 55 < 0.1%
 
-0.2938992957 66 < 0.1%
 
-0.2938978818 42 < 0.1%
 
-0.2938973034 7 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
12.49300412 1 < 0.1%
 
12.0731639 1 < 0.1%
 
10.91569644 1 < 0.1%
 
10.78121401 1 < 0.1%
 
10.72736554 1 < 0.1%
 

local_89
Numeric

Distinct count118156
Unique (%)58.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.454848804e-17
Minimum-0.7619836871
Maximum6.887736617
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.7619836871
5-th percentile-0.7619418909
Q1-0.7527132765
Median-0.4923313295
Q30.4522795912
95-th percentile2.358222302
Maximum6.887736617
Range7.649720304
Interquartile range1.204992868

Descriptive statistics

Standard deviation1.000002454
Coef of variation4.07358063e+16
Kurtosis1.330086589
Mean2.454848804e-17
MAD0.7939117875
Skewness1.462200231
Sum5.00222086e-12
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.76198369 -0.76198122 -0.7619803 -0.76197959 -0.76197891 ... 4.09398804 4.63288475 4.65122619 5.14874818 6.88773662], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.204360739 1266 0.6%
 
0.03925082694 1028 0.5%
 
-0.7619807623 952 0.5%
 
1.690401363 848 0.4%
 
2.042339105 667 0.3%
 
2.693629428 577 0.3%
 
2.69617586 573 0.3%
 
2.698243735 572 0.3%
 
2.694074279 547 0.3%
 
2.700735091 543 0.3%
 
Other values (118146) 196196 96.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.7619836871 7 < 0.1%
 
-0.7619816822 6 < 0.1%
 
-0.7619807623 952 0.5%
 
-0.7619798424 1 < 0.1%
 
-0.7619797009 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6.887736617 1 < 0.1%
 
5.220605702 2 < 0.1%
 
5.192265059 1 < 0.1%
 
5.105231299 8 < 0.1%
 
5.080669912 1 < 0.1%
 

local_90
Numeric

Distinct count149826
Unique (%)73.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.356033755e-17
Minimum-0.6942351993
Maximum6.506443749
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.6942351993
5-th percentile-0.6942351993
Q1-0.6925161416
Median-0.4858117321
Q30.3490209107
95-th percentile2.269864665
Maximum6.506443749
Range7.200678949
Interquartile range1.041537052

Descriptive statistics

Standard deviation1.000002454
Coef of variation1.867057789e+16
Kurtosis2.964844116
Mean5.356033755e-17
MAD0.756585365
Skewness1.829017262
Sum1.091393642e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-0.6942352 -0.69423519 -0.69423372 -0.6942337 -0.69423296 ... 5.10707889 5.10721377 5.17582836 5.17587051 6.50644375], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.6942351993 22245 10.9%
 
1.227308102 163 0.1%
 
1.348600862 142 0.1%
 
1.510945312 96 < 0.1%
 
-0.6942146042 82 < 0.1%
 
1.683759911 81 < 0.1%
 
-0.6942094983 74 < 0.1%
 
0.8839051922 74 < 0.1%
 
-0.3273141033 69 < 0.1%
 
-0.6942158593 63 < 0.1%
 
Other values (149816) 180680 88.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.6942351993 22245 10.9%
 
-0.6942351708 1 < 0.1%
 
-0.6942351499 1 < 0.1%
 
-0.6942351422 1 < 0.1%
 
-0.6942351137 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6.506443749 1 < 0.1%
 
6.401277756 1 < 0.1%
 
6.17042182 1 < 0.1%
 
5.721411749 1 < 0.1%
 
5.523256046 1 < 0.1%
 

local_91
Highly correlated

This variable is highly correlated with local_89 and should be ignored for analysis

Correlation0.9023359544

local_92
Numeric

Distinct count20230
Unique (%)9.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-1.417117264e-16
Minimum-1.084906786
Maximum1.135522751
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1.084906786
5-th percentile-1.084906786
Q1-1.084906786
Median0.02530798289
Q31.135522751
95-th percentile1.135522751
Maximum1.135522751
Range2.220429537
Interquartile range2.220429537

Descriptive statistics

Standard deviation1.000002454
Coef of variation-7.056596367e+15
Kurtosis-1.7811818
Mean-1.417117264e-16
MAD0.9201667609
Skewness0.04339897208
Sum-2.887645678e-11
Variance1.000004908
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.08490679 -1.08490657 -1.08488154 -1.08118716 -1.07165294 ... -0.58277981 -0.45953778 -0.43253687 -0.43253687 1.13552275], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.084906786 82779 40.6%
 
1.135522751 77525 38.0%
 
0.02530798289 22371 11.0%
 
0.9867821762 169 0.1%
 
-0.9361662104 108 0.1%
 
-0.9361662104 51 < 0.1%
 
-0.834660679 22 < 0.1%
 
1.022259425 17 < 0.1%
 
0.8852766448 14 < 0.1%
 
1.0347373 12 < 0.1%
 
Other values (20220) 20701 10.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.084906786 82779 40.6%
 
-1.084906358 1 < 0.1%
 
-1.084902092 1 < 0.1%
 
-1.084900065 1 < 0.1%
 
-1.084891038 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.135522751 77525 38.0%
 
1.135522492 1 < 0.1%
 
1.135522462 1 < 0.1%
 
1.135522243 1 < 0.1%
 
1.135518809 1 < 0.1%
 

local_93
Highly correlated

This variable is highly correlated with local_92 and should be ignored for analysis

Correlation0.9970290492

time_step
Highly correlated

This variable is highly correlated with aggr_43 and should be ignored for analysis

Correlation0.9118590942

txId
Numeric

Distinct count203769
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean171131012.1
Minimum1076
Maximum403244581
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1076
5-th percentile12806734
Q184334516
Median162437519
Q3245479839
95-th percentile368748405
Maximum403244581
Range403243505
Interquartile range161145323

Descriptive statistics

Standard deviation110465456
Coef of variation0.6455022652
Kurtosis-1.006563437
Mean171131012.1
MAD95263941.12
Skewness0.3122283434
Sum3.487119521e+13
Variance1.220261696e+16
Memory size1.6 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1.07600000e+03 9.34250000e+03 9.55650000e+03 1.20595000e+04 2.15102000e+05 ... 4.02916640e+08 4.02937847e+08 4.03108904e+08 4.03137155e+08 4.03244581e+08], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
238197481 1 < 0.1%
 
43523669 1 < 0.1%
 
234890834 1 < 0.1%
 
218154574 1 < 0.1%
 
315151948 1 < 0.1%
 
223936073 1 < 0.1%
 
298717137 1 < 0.1%
 
163620418 1 < 0.1%
 
103616056 1 < 0.1%
 
70469182 1 < 0.1%
 
Other values (203759) 203759 > 99.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1076 1 < 0.1%
 
2534 1 < 0.1%
 
3181 1 < 0.1%
 
3321 1 < 0.1%
 
3889 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
403244581 1 < 0.1%
 
403235564 1 < 0.1%
 
403234715 1 < 0.1%
 
403234712 1 < 0.1%
 
403203785 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

aggr_01aggr_02aggr_03aggr_04aggr_05aggr_06aggr_07aggr_08aggr_09aggr_10aggr_11aggr_12aggr_13aggr_14aggr_15aggr_16aggr_17aggr_18aggr_19aggr_20aggr_21aggr_22aggr_23aggr_24aggr_25aggr_26aggr_27aggr_28aggr_29aggr_30aggr_31aggr_32aggr_33aggr_34aggr_35aggr_36aggr_37aggr_38aggr_39aggr_40aggr_41aggr_42aggr_43aggr_44aggr_45aggr_46aggr_47aggr_48aggr_49aggr_50aggr_51aggr_52aggr_53aggr_54aggr_55aggr_56aggr_57aggr_58aggr_59aggr_60aggr_61aggr_62aggr_63aggr_64aggr_65aggr_66aggr_67aggr_68aggr_69aggr_70aggr_71aggr_72classlocal_01local_02local_03local_04local_05local_06local_07local_08local_09local_10local_11local_12local_13local_14local_15local_16local_17local_18local_19local_20local_21local_22local_23local_24local_25local_26local_27local_28local_29local_30local_31local_32local_33local_34local_35local_36local_37local_38local_39local_40local_41local_42local_43local_44local_45local_46local_47local_48local_49local_50local_51local_52local_53local_54local_55local_56local_57local_58local_59local_60local_61local_62local_63local_64local_65local_66local_67local_68local_69local_70local_71local_72local_73local_74local_75local_76local_77local_78local_79local_80local_81local_82local_83local_84local_85local_86local_87local_88local_89local_90local_91local_92local_93time_steptxId
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2-0.170528-0.202658-0.116817-0.192811-0.014659-0.018849-1.457953-1.494057-0.083459-1.485972-0.088798-0.090437-0.166550-0.216536-0.134546-0.194817-0.003175-0.004094-1.096336-1.267340-0.349933-1.230441-0.004358-0.004194-0.116425-0.176617-0.137323-0.152464-0.026060-0.027660-0.095559-0.145126-0.097719-0.1294960.0031430.002426-0.122974-0.0415560.012549-0.032244-1.159649-1.160129-1.373902-1.356210-0.301548-1.404577-0.975738-0.975237-0.168742-0.192468-0.099790-0.182133-1.015963-1.016230-0.968903-1.421138-0.453330-1.375441-1.116918-1.116948-0.2168140.4071610.6708830.439728-0.979074-0.978556-0.098889-0.106715-0.131155-0.183671-0.120613-0.119792unknown-0.172107-0.184668-1.201369-0.121970-0.043875-0.113002-0.061584-0.162749-0.168576-0.049707-0.165054-0.028741-0.035391-0.042955-0.013282-0.055298-0.170400-0.172217-0.1752270.8870580.884557-0.139729-0.148911-0.080147-0.155660-0.010763-0.012107-0.139731-0.148906-0.080147-0.155660-0.010669-0.012005-0.024669-0.031272-0.023045-0.0262150.0014280.001483-0.227178-0.239333-0.075256-0.2349140.0374680.043444-0.227164-0.243198-0.097895-0.2358570.0365770.042345-0.268737-0.367521-0.232553-0.3281630.0487670.052956-0.039141-0.172871-0.163101-0.160907-1.316342-1.315388-0.039136-0.172859-0.163090-0.160900-1.316333-1.315375-0.017032-0.030025-0.017639-0.015070-2.428426-2.429065-0.095104-0.263675-0.249836-0.262963-1.471764-1.470277-0.058524-0.261612-0.254373-0.258387-1.499972-1.498585-0.0218091.9368142.4487851.775108-1.084907-1.0848451232022460
3-0.1710980.2664500.159432-0.1599460.9704651.928382-1.457953-1.493992-0.083124-1.485957-0.234171-0.205513-0.176219-0.056011-0.082822-0.1916960.3237730.668621-1.0963360.7874350.856163-1.1045300.7151150.958373-0.1164250.3120470.064623-0.101755-0.247676-1.201993-0.0955590.5233260.019771-0.1191950.1478810.9561700.759756-0.041556-0.1887160.149949-0.047722-0.048171-1.373723-1.356131-0.301754-1.4044450.1831330.182748-0.163577-0.456561-0.424672-0.4369150.1430010.142525-0.425896-1.421138-1.059868-1.0718850.1855970.185492-0.216814-0.617907-0.577099-0.6136140.2411280.2414061.0727930.085530-0.1311550.677799-0.120613-0.11979220.1630541.963790-0.64637612.409294-0.0637259.78274212.414558-0.163645-0.1158310.043598-0.1639051.0599932.397457-0.063200-0.0132824.8002400.174329-0.1729080.619399-0.243300-0.243452-0.139732-0.146895-0.079667-0.1555540.7738470.378516-0.139734-0.146891-0.079667-0.1555530.7739320.378593-0.024669-0.031271-0.023044-0.0262150.1010080.026315-0.227215-0.1567720.089307-0.212195-2.772015-2.371969-0.227203-0.221151-0.066858-0.232011-2.165534-2.175855-0.4140084.1811924.3466401.777963-1.451545-1.5302504.6286830.513804-0.1631261.208220-0.196435-0.1961894.6296500.513869-0.1631151.208278-0.196409-0.196133-0.017032-0.030026-0.017640-0.015071-0.140763-0.1403354.3132950.216750-0.2505740.707151-0.169119-0.1671656.2200110.216948-0.2551680.717108-0.187191-0.1852743.9915870.810879-0.6942352.0846510.0253080.0252171232438397
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